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Clémentine commited on Oct 18, 2023

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81c3313

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2 Parent(s): 36bf409 36bf18d

Merge branch 'main' into pr/295

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Files changed (11) hide show

model_info_cache.pkl +2 -2
model_size_cache.pkl +2 -2
models_backlinks.py +1309 -1
requirements.txt +4 -3
src/display_models/get_model_metadata.py +5 -84
src/display_models/model_metadata_type.py +1 -1
src/display_models/modelcard_filter.py +26 -0
src/display_models/read_results.py +7 -5
src/load_from_hub.py +7 -52
src/manage_collections.py +66 -0
src/rate_limiting.py +1 -4

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models_backlinks.py CHANGED Viewed

	@@ -1 +1,1309 @@
1	- models = ['uni-tianyan/Uni-TianYan', 'fangloveskari/ORCA_LLaMA_70B_QLoRA', 'garage-bAInd/Platypus2-70B-instruct', 'upstage/Llama-2-70b-instruct-v2', 'fangloveskari/Platypus_QLoRA_LLaMA_70b', 'yeontaek/llama-2-70B-ensemble-v5', 'TheBloke/Genz-70b-GPTQ', 'TheBloke/Platypus2-70B-Instruct-GPTQ', 'psmathur/model_007', 'yeontaek/llama-2-70B-ensemble-v4', 'psmathur/orca_mini_v3_70b', 'ehartford/Samantha-1.11-70b', 'MayaPH/GodziLLa2-70B', 'psmathur/model_007_v2', 'chargoddard/MelangeA-70b', 'ehartford/Samantha-1.1-70b', 'psmathur/model_009', 'upstage/Llama-2-70b-instruct', 'yeontaek/llama-2-70B-ensemble-v7', 'yeontaek/llama-2-70B-ensemble-v6', 'chargoddard/MelangeB-70b', 'yeontaek/llama-2-70B-ensemble-v3', 'chargoddard/MelangeC-70b', 'garage-bAInd/Camel-Platypus2-70B', 'yeontaek/llama-2-70B-ensemble-v2', 'garage-bAInd/Camel-Platypus2-70B', 'migtissera/Synthia-70B-v1.2', 'v2ray/LLaMA-2-Wizard-70B-QLoRA', 'quantumaikr/llama-2-70b-fb16-orca-chat-10k', 'v2ray/LLaMA-2-Wizard-70B-QLoRA', 'stabilityai/StableBeluga2', 'quantumaikr/llama-2-70b-fb16-guanaco-1k', 'garage-bAInd/Camel-Platypus2-70B', 'migtissera/Synthia-70B-v1.1', 'migtissera/Synthia-70B', 'psmathur/model_101', 'augtoma/qCammel70', 'augtoma/qCammel-70', 'augtoma/qCammel-70v1', 'augtoma/qCammel-70x', 'augtoma/qCammel-70-x', 'jondurbin/airoboros-l2-70b-gpt4-1.4.1', 'dfurman/llama-2-70b-dolphin-peft', 'jondurbin/airoboros-l2-70b-2.1', 'TheBloke/llama-2-70b-Guanaco-QLoRA-fp16', 'quantumaikr/QuantumLM-llama2-70B-Korean-LoRA', 'quantumaikr/quantumairk-llama-2-70B-instruct', 'psmathur/model_420', 'psmathur/model_51', 'garage-bAInd/Camel-Platypus2-70B', 'TheBloke/Airoboros-L2-70B-2.1-GPTQ', 'OpenAssistant/llama2-70b-oasst-sft-v10', 'garage-bAInd/Platypus2-70B', 'liuxiang886/llama2-70B-qlora-gpt4', 'upstage/llama-65b-instruct', 'quantumaikr/llama-2-70b-fb16-korean', 'NousResearch/Nous-Hermes-Llama2-70b', 'v2ray/LLaMA-2-Jannie-70B-QLoRA', 'jondurbin/airoboros-l2-70b-gpt4-m2.0', 'jondurbin/airoboros-l2-70b-gpt4-m2.0', 'OpenAssistant/llama2-70b-oasst-sft-v10', 'yeontaek/llama-2-70B-ensemble-v8', 'jondurbin/airoboros-l2-70b-gpt4-2.0', 'jarradh/llama2_70b_chat_uncensored', 'WizardLM/WizardMath-70B-V1.0', 'jordiclive/Llama-2-70b-oasst-1-200', 'WizardLM/WizardMath-70B-V1.0', 'jondurbin/airoboros-l2-70b-gpt4-2.0', 'OpenLemur/lemur-70b-chat-v1', 'tiiuae/falcon-180B', 'tiiuae/falcon-180B', 'stabilityai/StableBeluga1-Delta', 'psmathur/model_42_70b', 'psmathur/test_42_70b', 'TheBloke/fiction.live-Kimiko-V2-70B-fp16', 'tiiuae/falcon-180B', 'WizardLM/WizardMath-70B-V1.0', 'tiiuae/falcon-180B-chat', 'jondurbin/airoboros-l2-70b-gpt4-2.0', 'ehartford/samantha-1.1-llama-33b', 'ajibawa-2023/scarlett-33b', 'ddobokki/Llama-2-70b-orca-200k', 'TheBloke/gpt4-alpaca-lora_mlp-65B-HF', 'tiiuae/falcon-180B-chat', 'tiiuae/falcon-180B-chat', 'tiiuae/falcon-180B', 'TheBloke/Lemur-70B-Chat-v1-GPTQ', 'NousResearch/Nous-Puffin-70B', 'WizardLM/WizardLM-70B-V1.0', 'WizardLM/WizardMath-70B-V1.0', 'meta-llama/Llama-2-70b-hf', 'TheBloke/Llama-2-70B-fp16', 'Weyaxi/llama-2-alpacagpt4-1000step', 'WizardLM/WizardLM-70B-V1.0', 'simsim314/WizardLM-70B-V1.0-HF', 'simsim314/WizardLM-70B-V1.0-HF', 'WizardLM/WizardLM-70B-V1.0', 'openbmb/UltraLM-65b', 'psmathur/model_420_preview', 'WizardLM/WizardLM-70B-V1.0', 'simsim314/WizardLM-70B-V1.0-HF', 'OpenBuddy/openbuddy-llama2-70b-v10.1-bf16', 'upstage/llama-30b-instruct-2048', 'jondurbin/airoboros-65b-gpt4-1.2', 'TheBloke/guanaco-65B-HF', 'jondurbin/airoboros-65b-gpt4-1.3', 'meta-llama/Llama-2-70b-chat-hf', 'ValiantLabs/ShiningValiant', 'Faradaylab/Aria-70B', 'lilloukas/GPlatty-30B', 'TheBloke/VicUnlocked-alpaca-65B-QLoRA-fp16', 'jondurbin/airoboros-65b-gpt4-1.4-peft', 'jondurbin/airoboros-65b-gpt4-1.4', 'jondurbin/airoboros-65b-gpt4-2.0', 'TheBloke/WizardLM-70B-V1.0-GPTQ', 'TheBloke/WizardLM-70B-V1.0-GPTQ', 'ariellee/SuperPlatty-30B', 'jondurbin/airoboros-65b-gpt4-1.4', 'jondurbin/airoboros-65b-gpt4-2.0', 'yeontaek/llama-2-70b-IA3-guanaco', 'CalderaAI/30B-Lazarus', 'Aspik101/trurl-2-13b-pl-instruct_unload', 'ehartford/WizardLM-33B-V1.0-Uncensored', 'ehartford/WizardLM-33B-V1.0-Uncensored', 'OpenBuddy/openbuddy-llama-65b-v8-bf16', 'Aspik101/llama-30b-instruct-2048-PL-lora', 'h2oai/h2ogpt-research-oasst1-llama-65b', 'Aspik101/llama-30b-instruct-2048-PL-lora', 'CalderaAI/30B-Epsilon', 'Aspik101/llama-30b-2048-instruct-PL-lora_unload', 'jondurbin/airoboros-65b-gpt4-m2.0', 'jondurbin/airoboros-65b-gpt4-m2.0', 'Aeala/Alpaca-elina-65b', 'TheBloke/robin-65b-v2-fp16', 'TheBloke/gpt4-alpaca-lora-30b-HF', 'TheBloke/Llama-2-70B-chat-GPTQ', 'upstage/llama-30b-instruct', 'OpenLemur/lemur-70b-v1', 'lmsys/vicuna-33b-v1.3', 'ausboss/llama-30b-supercot', 'ai-business/Luban-13B', 'Henk717/airochronos-33B', 'lmsys/vicuna-33b-v1.3', 'Henk717/airochronos-33B', 'bavest/fin-llama-33b-merged', 'jondurbin/airoboros-33b-gpt4-1.4', 'YeungNLP/firefly-llama-30b', 'Aspik101/30B-Lazarus-instruct-PL-lora_unload', 'uukuguy/speechless-llama2-luban-orca-platypus-13b', 'xxyyy123/test_merge_p_ov1_w0.66_w0.5_n1', 'jondurbin/airoboros-33b-gpt4-1.2', 'TheBloke/alpaca-lora-65B-HF', 'bofenghuang/vigogne-33b-instruct', 'yeontaek/llama-2-13B-ensemble-v5', 'garage-bAInd/Platypus-30B', 'Open-Orca/OpenOrca-Platypus2-13B', 'kajdun/viwaai-30b_v4', 'lilloukas/Platypus-30B', 'Open-Orca/OpenOrca-Platypus2-13B', 'Henk717/chronoboros-33B', 'jondurbin/airoboros-33b-2.1', 'HiTZ/alpaca-lora-65b-en-pt-es-ca', 'quantumaikr/QuantumLM-70B-hf', 'uukuguy/speechless-llama2-13b', 'uukuguy/speechless-llama2-hermes-orca-platypus-13b', 'openaccess-ai-collective/manticore-30b-chat-pyg-alpha', 'LLMs/WizardLM-30B-V1.0', 'TheBloke/WizardLM-30B-fp16', 'openaccess-ai-collective/hippogriff-30b-chat', 'concedo/Vicuzard-30B-Uncensored', 'TFLai/OpenOrca-Platypus2-13B-QLoRA-0.80-epoch', 'huggingface/llama-65b', 'huggyllama/llama-65b', 'gaodrew/gaodrew-llama-30b-instruct-2048-Open-Platypus-100steps', 'uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b', 'Sao10K/Mythical-Destroyer-V2-L2-13B', 'camel-ai/CAMEL-33B-Combined-Data', 'dsvv-cair/alpaca-cleaned-llama-30b-bf16', 'MetaIX/GPT4-X-Alpasta-30b', 'garage-bAInd/Stable-Platypus2-13B', 'TFLai/Luban-Platypus2-13B-QLora-0.80-epoch', 'TheBloke/OpenOrca-Platypus2-13B-GPTQ', 'IkariDev/Athena-tmp', 'OpenBuddyEA/openbuddy-llama-30b-v7.1-bf16', 'OpenBuddyEA/openbuddy-llama-30b-v7.1-bf16', 'Open-Orca/OpenOrcaxOpenChat-Preview2-13B', 'psmathur/model_007_13b_v2', 'Aspik101/Vicuzard-30B-Uncensored-instruct-PL-lora_unload', 'jondurbin/airoboros-33b-gpt4-m2.0', 'Sao10K/Mythical-Destroyer-L2-13B', 'TheBloke/Wizard-Vicuna-30B-Uncensored-fp16', 'ehartford/Wizard-Vicuna-30B-Uncensored', 'TFLai/Nova-13B', 'TheBloke/robin-33B-v2-fp16', 'totally-not-an-llm/PuddleJumper-13b', 'Aeala/VicUnlocked-alpaca-30b', 'Yhyu13/oasst-rlhf-2-llama-30b-7k-steps-hf', 'jondurbin/airoboros-33b-gpt4', 'jondurbin/airoboros-33b-gpt4-m2.0', 'tiiuae/falcon-40b-instruct', 'psmathur/orca_mini_v3_13b', 'Aeala/GPT4-x-AlpacaDente-30b', 'MayaPH/GodziLLa-30B', 'jondurbin/airoboros-33b-gpt4-m2.0', 'TFLai/SpeechlessV1-Nova-13B', 'yeontaek/llama-2-13B-ensemble-v4', 'ajibawa-2023/carl-33b', 'jondurbin/airoboros-33b-gpt4-2.0', 'TFLai/Stable-Platypus2-13B-QLoRA-0.80-epoch', 'jondurbin/airoboros-33b-gpt4-1.3', 'TehVenom/oasst-sft-6-llama-33b-xor-MERGED-16bit', 'TFLai/OrcaMini-Platypus2-13B-QLoRA-0.80-epoch', 'jondurbin/airoboros-33b-gpt4-2.0', 'chargoddard/Chronorctypus-Limarobormes-13b', 'jondurbin/airoboros-33b-gpt4-1.3', 'Open-Orca/OpenOrca-Platypus2-13B', 'FelixChao/vicuna-33b-coder', 'FelixChao/vicuna-33b-coder', 'Gryphe/MythoMix-L2-13b', 'Aeala/Enterredaas-33b', 'yeontaek/llama-2-13B-ensemble-v1', 'TFLai/OpenOrcaPlatypus2-Platypus2-13B-QLora-0.80-epoch', 'TFLai/Ensemble5-Platypus2-13B-QLora-0.80-epoch', 'yeontaek/llama-2-13B-ensemble-v3', 'TFLai/MythoMix-Platypus2-13B-QLoRA-0.80-epoch', 'yihan6324/llama2-13b-instructmining-40k-sharegpt', 'timdettmers/guanaco-33b-merged', 'TFLai/EnsembleV5-Nova-13B', 'circulus/Llama-2-13b-orca-v1', 'Undi95/ReMM-SLERP-L2-13B', 'Gryphe/MythoMax-L2-13b', 'stabilityai/StableBeluga-13B', 'circulus/Llama-2-13b-orca-v1', 'ehartford/WizardLM-30B-Uncensored', 'The-Face-Of-Goonery/huginnv1.2', 'TheBloke/OpenOrcaxOpenChat-Preview2-13B-GPTQ', 'Sao10K/Stheno-L2-13B', 'bofenghuang/vigogne-2-13b-instruct', 'The-Face-Of-Goonery/Huginn-13b-FP16', 'grimpep/L2-MythoMax22b-instruct-Falseblock', 'TFLai/Nous-Hermes-Platypus2-13B-QLoRA-0.80-epoch', 'yeontaek/Platypus2xOpenOrca-13B-IA3-v4', 'yeontaek/Platypus2xOpenOrca-13B-IA3', 'yeontaek/Platypus2xOpenOrca-13B-IA3-ensemble', 'Open-Orca/LlongOrca-13B-16k', 'Sao10K/Stheno-Inverted-L2-13B', 'garage-bAInd/Camel-Platypus2-13B', 'digitous/Alpacino30b', 'NousResearch/Nous-Hermes-Llama2-13b', 'yeontaek/Platypus2xOpenOrca-13B-IA3-v3', 'TFLai/MythicalDestroyerV2-Platypus2-13B-QLora-0.80-epoch', 'TheBloke/VicUnlocked-30B-LoRA-HF', 'Undi95/Nous-Hermes-13B-Code', 'The-Face-Of-Goonery/Chronos-Beluga-v2-13bfp16', 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'WizardLM/WizardLM-13B-V1.2', 'TheBloke/WizardLM-13B-V1.1-GPTQ', 'bhenrym14/airophin-13b-pntk-16k-fp16', 'ehartford/WizardLM-1.0-Uncensored-Llama2-13b', 'Mikael110/llama-2-13b-guanaco-fp16', 'yeontaek/airoboros-2.1-llama-2-13B-QLoRa', 'CalderaAI/13B-Legerdemain-L2', 'grimpep/llama2-22b-wizard_vicuna', 'grimpep/llama2-22B-GPLATTY', 'bhenrym14/airophin-13b-pntk-16k-fp16', 'yeontaek/llama-2-13b-QLoRA', 'OpenAssistant/llama2-13b-orca-8k-3319', 'TheBloke/WizardLM-13B-V1-1-SuperHOT-8K-fp16', 'duliadotio/dulia-13b-8k-alpha', 'Undi95/LewdEngine', 'OpenBuddy/openbuddy-llama2-13b-v8.1-fp16', 'CHIH-HUNG/llama-2-13b-open_orca_20w', 'bhenrym14/airoboros-33b-gpt4-1.4.1-lxctx-PI-16384-fp16', 'FlagAlpha/Llama2-Chinese-13b-Chat', 'LLMs/WizardLM-13B-V1.0', 'chansung/gpt4-alpaca-lora-13b-decapoda-1024', 'TheBloke/wizardLM-13B-1.0-fp16', 'digitous/13B-Chimera', 'yeontaek/Platypus2xOpenOrcaxGuanaco-13B-LoRa', 'jondurbin/airoboros-l2-13b-2.1', 'Monero/WizardLM-30B-Uncensored-Guanaco-SuperCOT-30b', 'TheBloke/UltraLM-13B-fp16', 'openaccess-ai-collective/minotaur-13b-fixed', 'NousResearch/Redmond-Puffin-13B', 'KoboldAI/LLaMA2-13B-Holomax', 'Lajonbot/WizardLM-13B-V1.2-PL-lora_unload', 'yeontaek/Platypus2-13B-LoRa-v2', 'TheBloke/airoboros-13B-HF', 'jondurbin/airoboros-13b', 'jjaaaww/posi_13b', 'CoolWP/llama-2-13b-guanaco-fp16', 'yeontaek/Platypus2-13B-QLoRa', 'h2oai/h2ogpt-research-oig-oasst1-512-30b', 'dfurman/llama-2-13b-guanaco-peft', 'NousResearch/Redmond-Puffin-13B', 'pe-nlp/llama-2-13b-platypus-vicuna-wizard', 'CHIH-HUNG/llama-2-13b-dolphin_20w', 'NousResearch/Nous-Hermes-13b', 'NobodyExistsOnTheInternet/GiftedConvo13bLoraNoEconsE4', 'ehartford/Wizard-Vicuna-13B-Uncensored', 'TheBloke/Wizard-Vicuna-13B-Uncensored-HF', 'openchat/openchat_v3.2_super', 'bhenrym14/airophin-v2-13b-PI-8k-fp16', 'openaccess-ai-collective/manticore-13b', 'The-Face-Of-Goonery/Huginn-22b-Prototype', 'jphme/Llama-2-13b-chat-german', 'grimpep/llama2-28B-Airo03', 'TheBloke/Kimiko-v2-13B-fp16', 'FPHam/Free_Sydney_13b_HF', 'lmsys/vicuna-13b-v1.3', 'FelixChao/llama2-13b-math1.1', 'CalderaAI/13B-BlueMethod', 'meta-llama/Llama-2-13b-chat-hf', 'deepse/CodeUp-Llama-2-13b-chat-hf', 'WizardLM/WizardMath-13B-V1.0', 'WizardLM/WizardMath-13B-V1.0', 'HyperbeeAI/Tulpar-7b-v0', 'xxyyy123/test_qkvo_adptor', 'xxyyy123/mc_data_30k_from_platpus_orca_7b_10k_v1_lora_qkvo_rank14_v2', 'openchat/openchat_v2_w', 'FelixChao/llama2-13b-math1.1', 'psmathur/orca_mini_v3_7b', 'TehVenom/Metharme-13b-Merged', 'xxyyy123/10k_v1_lora_qkvo_rank14_v3', 'OpenAssistant/llama2-13b-orca-v2-8k-3166', 'openaccess-ai-collective/wizard-mega-13b', 'jondurbin/airoboros-13b-gpt4-1.4', 'jondurbin/airoboros-13b-gpt4-1.4-fp16', 'Monero/Manticore-13b-Chat-Pyg-Guanaco', 'FelixChao/llama2-13b-math1.2', 'chargoddard/platypus-2-22b-relora', 'FelixChao/llama2-13b-math1.2', 'Gryphe/MythoBoros-13b', 'CalderaAI/13B-Ouroboros', 'OpenAssistant/llama2-13b-orca-v2-8k-3166', 'heegyu/LIMA2-13b-hf', 'digitous/13B-HyperMantis', 'Gryphe/MythoLogic-13b', 'TheBloke/Airoboros-L2-13B-2.1-GPTQ', 'chargoddard/platypus2-22b-relora', 'openchat/openchat_v2', 'yeontaek/Platypus2-13B-IA3', 'stabilityai/StableBeluga-7B', 'circulus/Llama-2-7b-orca-v1', 'budecosystem/genz-13b-v2', 'TheBloke/gpt4-x-vicuna-13B-HF', 'NobodyExistsOnTheInternet/GiftedConvo13bLoraNoEcons', 'zarakiquemparte/zarafusionex-1.1-l2-7b', 'Lajonbot/tableBeluga-7B-instruct-pl-lora_unload', 'jondurbin/airoboros-13b-gpt4', 'gaodrew/gaodrew-gorgonzola-13b', 'jondurbin/airoboros-13b-gpt4-1.1', 'TheBloke/gpt4-alpaca-lora-13B-HF', 'zarakiquemparte/zarablendex-vq-l2-7b', 'openaccess-ai-collective/manticore-13b-chat-pyg', 'Lajonbot/Llama-2-13b-hf-instruct-pl-lora_unload', 'NobodyExistsOnTheInternet/PuffedLIMA13bQLORA', 'xxyyy123/10k_v1_lora_qkvo_rank28_v2', 'jondurbin/airoboros-l2-13b-gpt4-1.4.1', 'dhmeltzer/Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16', 'NobodyExistsOnTheInternet/PuffedConvo13bLoraE4', 'yihan6324/llama2-7b-instructmining-40k-sharegpt', 'CHIH-HUNG/llama-2-13b-Open_Platypus_and_ccp_2.6w', 'Aeala/GPT4-x-Alpasta-13b', 'psmathur/orca_mini_v2_13b', 'YeungNLP/firefly-llama-13b', 'psmathur/orca_mini_v2_13b', 'zarakiquemparte/zarafusionix-l2-7b', 'yihan6324/llama2-7b-instructmining-60k-sharegpt', 'yihan6324/llama-2-7b-instructmining-60k-sharegpt', 'layoric/llama-2-13b-code-alpaca', 'bofenghuang/vigogne-13b-instruct', 'Lajonbot/vicuna-13b-v1.3-PL-lora_unload', 'lvkaokao/llama2-7b-hf-chat-lora-v3', 'ehartford/dolphin-llama-13b', 'YeungNLP/firefly-llama-13b-v1.2', 'TheBloke/Kimiko-13B-fp16', 'kevinpro/Vicuna-13B-CoT', 'eachadea/vicuna-13b-1.1', 'pillowtalks-ai/delta13b', 'TheBloke/vicuna-13B-1.1-HF', 'TheBloke/Vicuna-13B-CoT-fp16', 'lmsys/vicuna-13b-delta-v1.1', 'lmsys/vicuna-13b-v1.1', 'xxyyy123/20k_v1_lora_qkvo_rank14_v2', 'TheBloke/guanaco-13B-HF', 'TheBloke/vicuna-13b-v1.3.0-GPTQ', 'edor/Stable-Platypus2-mini-7B', 'totally-not-an-llm/EverythingLM-13b-V2-16k', 'zarakiquemparte/zaraxe-l2-7b', 'beaugogh/Llama2-7b-openorca-mc-v2', 'TheBloke/Nous-Hermes-13B-SuperHOT-8K-fp16', 'quantumaikr/QuantumLM', 'jondurbin/airoboros-13b-gpt4-1.2', 'TheBloke/robin-13B-v2-fp16', 'TFLai/llama-2-13b-4bit-alpaca-gpt4', 'yihan6324/llama2-7b-instructmining-orca-40k', 'dvruette/oasst-llama-13b-2-epochs', 'Open-Orca/LlongOrca-7B-16k', 'Aspik101/Nous-Hermes-13b-pl-lora_unload', 'ehartford/Samantha-1.11-CodeLlama-34b', 'nkpz/llama2-22b-chat-wizard-uncensored', 'bofenghuang/vigogne-13b-chat', 'beaugogh/Llama2-7b-openorca-mc-v1', 'OptimalScale/robin-13b-v2-delta', 'pe-nlp/llama-2-13b-vicuna-wizard', 'chargoddard/llama2-22b', 'gywy/llama2-13b-chinese-v1', 'frank098/Wizard-Vicuna-13B-juniper', 'IGeniusDev/llama13B-quant8-testv1-openorca-customdataset', 'CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w-gate_up_down_proj', 'eachadea/vicuna-13b', 'yihan6324/llama2-7b-instructmining-orca-90k', 'chargoddard/llama2-22b-blocktriangular', 'luffycodes/mcq-vicuna-13b-v1.5', 'Yhyu13/chimera-inst-chat-13b-hf', 'luffycodes/mcq-vicuna-13b-v1.5', 'chargoddard/ypotryll-22b-epoch2-qlora', 'totally-not-an-llm/EverythingLM-13b-16k', 'luffycodes/mcq-hal-vicuna-13b-v1.5', 'openaccess-ai-collective/minotaur-13b', 'IGeniusDev/llama13B-quant8-testv1-openorca-customdataset', 'chargoddard/llama2-22b-blocktriangular', 'TFLai/Platypus2-13B-QLoRA-0.80-epoch', 'meta-llama/Llama-2-13b-hf', 'CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w-gate_up_down_proj', 'luffycodes/mcq-hal-vicuna-13b-v1.5', 'TheBloke/Llama-2-13B-fp16', 'TaylorAI/Flash-Llama-13B', 'shareAI/bimoGPT-llama2-13b', 'wahaha1987/llama_13b_sharegpt94k_fastchat', 'openchat/openchat_8192', 'CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w-q_k_v_o_proj', 'dvruette/llama-13b-pretrained-sft-do2', 'CHIH-HUNG/llama-2-13b-alpaca-test', 'OpenBuddy/openbuddy-llama2-13b-v11.1-bf16', 'CHIH-HUNG/llama-2-13b-FINETUNE2_TEST_2.2w', 'project-baize/baize-v2-13b', 'jondurbin/airoboros-l2-13b-gpt4-m2.0', 'yeontaek/Platypus2xOpenOrca-13B-LoRa-v2', 'CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w', 'xzuyn/Alpacino-SuperCOT-13B', 'jondurbin/airoboros-l2-13b-gpt4-2.0', 'aiplanet/effi-13b', 'clibrain/Llama-2-13b-ft-instruct-es', 'CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w', 'bofenghuang/vigogne-2-7b-instruct', 'CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w-q_k_v_o_proj', 'bofenghuang/vigogne-2-7b-chat', 'aiplanet/effi-13b', 'haonan-li/bactrian-x-llama-13b-merged', 'beaugogh/Llama2-7b-sharegpt4', 'HWERI/Llama2-7b-sharegpt4', 'jondurbin/airoboros-13b-gpt4-1.3', 'jondurbin/airoboros-c34b-2.1', 'junelee/wizard-vicuna-13b', 'TheBloke/wizard-vicuna-13B-HF', 'Open-Orca/OpenOrca-Preview1-13B', 'TheBloke/h2ogpt-oasst1-512-30B-HF', 'TheBloke/Llama-2-13B-GPTQ', 'camel-ai/CAMEL-13B-Combined-Data', 'lmsys/vicuna-7b-v1.5', 'lmsys/vicuna-7b-v1.5-16k', 'lmsys/vicuna-7b-v1.5', 'ausboss/llama-13b-supercot', 'TheBloke/tulu-13B-fp16', 'NousResearch/Nous-Hermes-llama-2-7b', 'jlevin/guanaco-13b-llama-2', 'lmsys/vicuna-7b-v1.5-16k', 'dvruette/llama-13b-pretrained', 'nkpz/llama2-22b-daydreamer-v3', 'dvruette/llama-13b-pretrained-dropout', 'jondurbin/airoboros-l2-13b-2.1', 'LLMs/Stable-Vicuna-13B', '64bits/LexPodLM-13B', 'lizhuang144/llama_mirror_13b_v1.0', 'TheBloke/stable-vicuna-13B-HF', 'zarakiquemparte/zaraxls-l2-7b', 'TheBloke/Llama-2-13B-GPTQ', 'Kiddyz/testlm-3', 'migtissera/Synthia-7B', 'zarakiquemparte/zarablend-l2-7b', 'mosaicml/mpt-30b-instruct', 'PocketDoc/Dans-PileOfSets-Mk1-llama-13b-merged', 'vonjack/Qwen-LLaMAfied-HFTok-7B-Chat', 'l3utterfly/llama2-7b-layla', 'Lajonbot/vicuna-7b-v1.5-PL-lora_unload', 'heegyu/LIMA-13b-hf', 'frank098/WizardLM_13B_juniper', 'ashercn97/manatee-7b', 'chavinlo/gpt4-x-alpaca', 'PocketDoc/Dans-PersonalityEngine-13b', 'ehartford/WizardLM-1.0-Uncensored-CodeLlama-34b', 'digitous/Alpacino13b', 'edor/Hermes-Platypus2-mini-7B', 'lvkaokao/llama2-7b-hf-chat-lora-v2', 'Kiddyz/testlm-1-1', 'Kiddyz/testlm', 'Kiddyz/testlm-1', 'Kiddyz/testlm2', 'radm/Philosophy-Platypus2-13b', 'aiplanet/effi-13b', 'Harshvir/Llama-2-7B-physics', 'YeungNLP/firefly-ziya-13b', 'LinkSoul/Chinese-Llama-2-7b', 'PeanutJar/LLaMa-2-PeanutButter_v10-7B', 'OpenBuddy/openbuddy-llama2-13b-v11-bf16', 'StudentLLM/Alpagasus-2-13B-QLoRA-pipeline', 'meta-llama/Llama-2-13b-hf', 'WizardLM/WizardCoder-Python-34B-V1.0', 'dvruette/llama-13b-pretrained-sft-epoch-1', 'camel-ai/CAMEL-13B-Role-Playing-Data', 'ziqingyang/chinese-llama-2-13b', 'rombodawg/LosslessMegaCoder-llama2-7b-mini', 'TheBloke/koala-13B-HF', 'lmsys/vicuna-7b-delta-v1.1', 'eachadea/vicuna-7b-1.1', 'Ejafa/vicuna_7B_vanilla_1.1', 'lvkaokao/llama2-7b-hf-chat-lora', 'OpenBuddy/openbuddy-atom-13b-v9-bf16', 'Norquinal/llama-2-7b-claude-chat-rp', 'Danielbrdz/Barcenas-7b', 'heegyu/WizardVicuna2-13b-hf', 'meta-llama/Llama-2-7b-chat-hf', 'PeanutJar/LLaMa-2-PeanutButter_v14-7B', 'PeanutJar/LLaMa-2-PeanutButter_v4-7B', 'davzoku/cria-llama2-7b-v1.3', 'OpenBuddy/openbuddy-atom-13b-v9-bf16', 'lvkaokao/llama2-7b-hf-instruction-lora', 'Tap-M/Luna-AI-Llama2-Uncensored', 'ehartford/Samantha-1.11-7b', 'WizardLM/WizardCoder-Python-34B-V1.0', 'TheBloke/Manticore-13B-Chat-Pyg-Guanaco-SuperHOT-8K-GPTQ', 'Mikael110/llama-2-7b-guanaco-fp16', 'garage-bAInd/Platypus2-7B', 'PeanutJar/LLaMa-2-PeanutButter_v18_B-7B', 'mosaicml/mpt-30b', 'garage-bAInd/Platypus2-7B', 'huggingface/llama-13b', 'dvruette/oasst-llama-13b-1000-steps', 'jordiclive/gpt4all-alpaca-oa-codealpaca-lora-13b', 'huggyllama/llama-13b', 'Voicelab/trurl-2-7b', 'TFLai/llama-13b-4bit-alpaca', 'gywy/llama2-13b-chinese-v2', 'lmsys/longchat-13b-16k', 'Aspik101/trurl-2-7b-pl-instruct_unload', 'WizardLM/WizardMath-7B-V1.0', 'Norquinal/llama-2-7b-claude-chat', 'TheTravellingEngineer/llama2-7b-chat-hf-dpo', 'HuggingFaceH4/starchat-beta', 'joehuangx/spatial-vicuna-7b-v1.5-LoRA', 'conceptofmind/LLongMA-2-13b-16k', 'tianyil1/denas-llama2', 'lmsys/vicuna-7b-v1.3', 'conceptofmind/LLongMA-2-13b-16k', 'openchat/opencoderplus', 'ajibawa-2023/scarlett-7b', 'dhmeltzer/llama-7b-SFT_eli5_wiki65k_1024_r_64_alpha_16_merged', 'psyche/kollama2-7b-v2', 'heegyu/LIMA2-7b-hf', 'dhmeltzer/llama-7b-SFT-qlora-eli5-wiki_DPO_ds_RM_top_2_1024_r_64_alpha_16', 'abhishek/llama2guanacotest', 'jondurbin/airoboros-l2-7b-2.1', 'llama-anon/instruct-13b', 'FelixChao/vicuna-7B-physics', 'Aspik101/Llama-2-7b-hf-instruct-pl-lora_unload', 'shibing624/chinese-alpaca-plus-13b-hf', 'davzoku/cria-llama2-7b-v1.3_peft', 'quantumaikr/llama-2-7b-hf-guanaco-1k', 'togethercomputer/Llama-2-7B-32K-Instruct', 'sia-ai/llama-2-7b-1-percent-open-orca-1000-steps-v0', 'TheTravellingEngineer/llama2-7b-hf-guanaco', 'Lajonbot/Llama-2-7b-chat-hf-instruct-pl-lora_unload', 'jondurbin/airoboros-l2-7b-gpt4-1.4.1', 'wahaha1987/llama_7b_sharegpt94k_fastchat', 'FelixChao/vicuna-7B-chemical', 'TinyPixel/llama2-7b-oa', 'chaoyi-wu/MedLLaMA_13B', 'edor/Platypus2-mini-7B', 'RoversX/llama-2-7b-hf-small-shards-Samantha-V1-SFT', 'venkycs/llama-v2-7b-32kC-Security', 'psyche/kollama2-7b', 'Fredithefish/Guanaco-7B-Uncensored', 'TheTravellingEngineer/llama2-7b-chat-hf-guanaco', 'ehartford/WizardLM-13B-Uncensored', 'PocketDoc/Dans-CreepingSenseOfDoom', 'wenge-research/yayi-7b-llama2', 'georgesung/llama2_7b_chat_uncensored', 'TinyPixel/llama2-7b-instruct', 'quantumaikr/QuantumLM-7B', 'xzuyn/MedicWizard-7B', 'wenge-research/yayi-7b-llama2', 'TinyPixel/lima-test', 'elyza/ELYZA-japanese-Llama-2-7b-instruct', 'lgaalves/llama-2-7b-hf_open-platypus', 'ziqingyang/chinese-alpaca-2-7b', 'TehVenom/Pygmalion-Vicuna-1.1-7b', 'meta-llama/Llama-2-7b-hf', 'bongchoi/test-llama2-7b', 'TaylorAI/Flash-Llama-7B', 'TheTravellingEngineer/llama2-7b-chat-hf-v2', 'TheTravellingEngineer/llama2-7b-chat-hf-v4', 'kashif/stack-llama-2', 'PeanutJar/LLaMa-2-PeanutButter_v18_A-7B', 'ToolBench/ToolLLaMA-7b-LoRA', 'Monero/WizardLM-13b-OpenAssistant-Uncensored', 'TheTravellingEngineer/llama2-7b-chat-hf-v2', 'TheTravellingEngineer/llama2-7b-chat-hf-v4', 'mrm8488/llama-2-coder-7b', 'elyza/ELYZA-japanese-Llama-2-7b-fast-instruct', 'clibrain/Llama-2-7b-ft-instruct-es', 'medalpaca/medalpaca-7b', 'TheBloke/tulu-7B-fp16', 'OpenBuddy/openbuddy-openllama-13b-v7-fp16', 'TaylorAI/FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model', 'Aspik101/vicuna-7b-v1.3-instruct-pl-lora_unload', 'jondurbin/airoboros-l2-7b-gpt4-2.0', 'dhmeltzer/llama-7b-SFT_ds_eli5_1024_r_64_alpha_16_merged', 'GOAT-AI/GOAT-7B-Community', 'AtomEchoAI/AtomGPT_56k', 'julianweng/Llama-2-7b-chat-orcah', 'TehVenom/Pygmalion-13b-Merged', 'jondurbin/airoboros-7b-gpt4-1.1', 'dhmeltzer/llama-7b-SFT_ds_wiki65k_1024_r_64_alpha_16_merged', 'bofenghuang/vigogne-7b-chat', 'lmsys/longchat-7b-v1.5-32k', 'jondurbin/airoboros-l2-7b-gpt4-m2.0', 'synapsoft/Llama-2-7b-chat-hf-flan2022-1.2M', 'jondurbin/airoboros-7b-gpt4-1.4', 'Charlie911/vicuna-7b-v1.5-lora-mctaco', 'yihan6324/instructmining-platypus-15k', 'meta-llama/Llama-2-7b-hf', 'TheTravellingEngineer/llama2-7b-chat-hf-v3', 'quantumaikr/KoreanLM-hf', 'openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf', 'TheBloke/Llama-2-7B-GPTQ', 'TheBloke/Llama-2-7B-GPTQ', 'LLMs/AlpacaGPT4-7B-elina', 'ehartford/Wizard-Vicuna-7B-Uncensored', 'TheBloke/Wizard-Vicuna-7B-Uncensored-HF', 'TheTravellingEngineer/llama2-7b-chat-hf-v3', 'golaxy/gowizardlm', 'ehartford/dolphin-llama2-7b', 'CHIH-HUNG/llama-2-7b-dolphin_10w-test', 'mncai/chatdoctor', 'psyche/kollama2-7b-v3', 'jondurbin/airoboros-7b-gpt4', 'jondurbin/airoboros-7b', 'TheBloke/airoboros-7b-gpt4-fp16', 'mosaicml/mpt-7b-8k-chat', 'elyza/ELYZA-japanese-Llama-2-7b', 'bofenghuang/vigogne-7b-instruct', 'jxhong/CAlign-alpaca-7b', 'golaxy/goims', 'jondurbin/airoboros-7b-gpt4-1.2', 'jphme/orca_mini_v2_ger_7b', 'psmathur/orca_mini_v2_7b', 'notstoic/PygmalionCoT-7b', 'golaxy/gogpt2-13b', 'golaxy/gogpt2-13b-chat', 'togethercomputer/LLaMA-2-7B-32K', 'TheBloke/wizardLM-7B-HF', 'keyfan/vicuna-chinese-replication-v1.1', 'golaxy/gogpt2-7b', 'aiplanet/effi-7b', 'arver/llama7b-qlora', 'titan087/OpenLlama13B-Guanaco', 'chavinlo/alpaca-native', 'project-baize/baize-healthcare-lora-7B', 'AlpinDale/pygmalion-instruct', 'openlm-research/open_llama_13b', 'jondurbin/airoboros-7b-gpt4-1.3', 'elyza/ELYZA-japanese-Llama-2-7b-fast', 'jondurbin/airoboros-gpt-3.5-turbo-100k-7b', 'uukuguy/speechless-codellama-orca-13b', 'bigcode/starcoderplus', 'TheBloke/guanaco-7B-HF', 'Neko-Institute-of-Science/metharme-7b', 'TigerResearch/tigerbot-7b-base', 'golaxy/gogpt-7b', 'togethercomputer/LLaMA-2-7B-32K', 'yhyhy3/open_llama_7b_v2_med_instruct', 'ajibawa-2023/carl-7b', 'stabilityai/stablelm-base-alpha-7b-v2', 'conceptofmind/LLongMA-2-7b-16k', 'TehVenom/Pygmalion_AlpacaLora-7b', 'jondurbin/airoboros-7b-gpt4-1.4.1-qlora', 'wannaphong/openthaigpt-0.1.0-beta-full-model_for_open_llm_leaderboard', 'ausboss/llama7b-wizardlm-unfiltered', 'project-baize/baize-v2-7b', 'LMFlow/Robin-v2', 'HanningZhang/Robin-v2', 'LMFlow/Robin-7b-v2', 'OptimalScale/robin-7b-v2-delta', 'uukuguy/speechless-codellama-platypus-13b', 'jerryjalapeno/nart-100k-7b', 'wenge-research/yayi-13b-llama2', 'fireballoon/baichuan-vicuna-chinese-7b', 'jlevin/guanaco-unchained-llama-2-7b', 'csitfun/llama-7b-logicot', 'DevaMalla/llama7b_alpaca_1gpu_bf16', 'WeOpenML/PandaLM-Alpaca-7B-v1', 'illuin/test-custom-llama', 'yeontaek/WizardCoder-Python-13B-LoRa', 'ashercn97/giraffe-7b', 'mosaicml/mpt-7b-chat', 'abhishek/autotrain-llama-alpaca-peft-52508123785', 'Neko-Institute-of-Science/pygmalion-7b', 'TFLai/llama-7b-4bit-alpaca', 'huggingface/llama-7b', 'TheBloke/Planner-7B-fp16', 'shibing624/chinese-llama-plus-13b-hf', 'AGI-inc/lora_moe_7b_baseline', 'DevaMalla/llama-base-7b', 'AGI-inc/lora_moe_7b', 'togethercomputer/GPT-JT-6B-v0', 'ehartford/WizardLM-7B-Uncensored', 'shibing624/chinese-alpaca-plus-7b-hf', 'beomi/llama-2-ko-7b', 'mosaicml/mpt-7b-8k-instruct', 'Enno-Ai/ennodata-7b', 'mosaicml/mpt-7b-instruct', 'facebook/opt-iml-max-30b', 'WeOpenML/Alpaca-7B-v1', 'TheBloke/Project-Baize-v2-7B-GPTQ', 'codellama/CodeLlama-13b-Instruct-hf', 'TheBloke/CodeLlama-13B-Instruct-fp16', 'facebook/galactica-30b', 'FreedomIntelligence/phoenix-inst-chat-7b', 'openlm-research/open_llama_7b_v2', 'GeorgiaTechResearchInstitute/galpaca-30b', 'THUDM/chatglm2-6b', 'togethercomputer/GPT-JT-6B-v1', 'TheBloke/koala-7B-HF', 'nathan0/mpt_delta_tuned_model_v3', 'nathan0/mpt_delta_tuned_model_v2', 'GeorgiaTechResearchInstitute/galpaca-30b', 'JosephusCheung/Guanaco', 'shareAI/CodeLLaMA-chat-13b-Chinese', 'TigerResearch/tigerbot-7b-sft', 'Writer/InstructPalmyra-20b', 'OpenAssistant/codellama-13b-oasst-sft-v10', 'bigscience/bloomz-7b1-mt', 'nathan0/mpt_delta_tuned_model_v3', 'VMware/open-llama-7b-open-instruct', 'baichuan-inc/Baichuan-7B', 'anas-awadalla/mpt-7b', 'mosaicml/mpt-7b', 'bigscience/bloomz-7b1', 'ziqingyang/chinese-llama-2-7b', 'OpenAssistant/codellama-13b-oasst-sft-v10', 'wenge-research/yayi-7b', 'tiiuae/falcon-7b', 'togethercomputer/RedPajama-INCITE-Instruct-7B-v0.1', 'togethercomputer/RedPajama-INCITE-7B-Instruct', 'TheBloke/landmark-attention-llama7b-fp16', 'togethercomputer/GPT-JT-Moderation-6B', 'h2oai/h2ogpt-gm-oasst1-en-1024-20b', 'dvruette/gpt-neox-20b-full-precision', 'TehVenom/Moderator-Chan_GPT-JT-6b', 'dvruette/oasst-gpt-neox-20b-1000-steps', 'AlekseyKorshuk/pygmalion-6b-vicuna-chatml', 'facebook/opt-66b', 'Salesforce/codegen-16B-nl', 'Vmware/open-llama-7b-v2-open-instruct', 'mosaicml/mpt-7b-storywriter', 'acrastt/Marx-3B-V2', 'openlm-research/open_llama_7b', 'Fredithefish/ReasonixPajama-3B-HF', 'togethercomputer/GPT-NeoXT-Chat-Base-20B', 'psmathur/orca_mini_13b', 'RWKV/rwkv-raven-14b', 'h2oai/h2ogpt-oasst1-512-20b', 'acrastt/Marx-3B', 'klosax/open_llama_13b_600bt_preview', 'synapsoft/Llama-2-7b-hf-flan2022-1.2M', 'OpenAssistant/oasst-sft-1-pythia-12b', 'golaxy/gogpt-7b-bloom', 'Writer/palmyra-large', 'psmathur/orca_mini_7b', 'dvruette/oasst-pythia-12b-6000-steps', 'NousResearch/CodeLlama-13b-hf', 'codellama/CodeLlama-13b-hf', 'h2oai/h2ogpt-gm-oasst1-multilang-1024-20b', 'VMware/open-llama-0.7T-7B-open-instruct-v1.1', 'dvruette/oasst-pythia-12b-flash-attn-5000-steps', 'dvruette/oasst-gpt-neox-20b-3000-steps', 'RobbeD/OpenLlama-Platypus-3B', 'facebook/opt-30b', 'acrastt/Puma-3B', 'OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5', 'dvruette/oasst-pythia-12b-pretrained-sft', 'digitous/GPT-R', 'acrastt/Griffin-3B', 'togethercomputer/RedPajama-INCITE-Base-7B-v0.1', 'togethercomputer/RedPajama-INCITE-7B-Base', 'CobraMamba/mamba-gpt-3b-v3', 'Danielbrdz/CodeBarcenas-7b', 'l3utterfly/open-llama-3b-v2-layla', 'CobraMamba/mamba-gpt-3b-v2', 'OpenAssistant/pythia-12b-sft-v8-7k-steps', 'KoboldAI/GPT-NeoX-20B-Erebus', 'RobbeD/Orca-Platypus-3B', 'h2oai/h2ogpt-gm-oasst1-en-1024-12b', 'OpenAssistant/pythia-12b-sft-v8-2.5k-steps', 'AlekseyKorshuk/chatml-pyg-v1', 'togethercomputer/RedPajama-INCITE-Chat-7B-v0.1', 'togethercomputer/RedPajama-INCITE-7B-Chat', 'digitous/Javelin-R', 'dvruette/oasst-pythia-12b-reference', 'EleutherAI/gpt-neox-20b', 'KoboldAI/fairseq-dense-13B', 'OpenAssistant/pythia-12b-sft-v8-rlhf-2k-steps', 'codellama/CodeLlama-7b-Instruct-hf', 'digitous/Javelin-GPTJ', 'KoboldAI/GPT-NeoX-20B-Skein', 'digitous/Javalion-R', 'h2oai/h2ogpt-oasst1-512-12b', 'acrastt/Bean-3B', 'KoboldAI/GPT-J-6B-Skein', 'nomic-ai/gpt4all-j', 'databricks/dolly-v2-12b', 'TehVenom/Dolly_Shygmalion-6b-Dev_V8P2', 'databricks/dolly-v2-7b', 'Aspik101/WizardVicuna-Uncensored-3B-instruct-PL-lora_unload', 'digitous/Adventien-GPTJ', 'openlm-research/open_llama_3b_v2', 'RWKV/rwkv-4-14b-pile', 'Lazycuber/Janemalion-6B', 'OpenAssistant/pythia-12b-pre-v8-12.5k-steps', 'digitous/Janin-R', 'kfkas/Llama-2-ko-7b-Chat', 'heegyu/WizardVicuna-Uncensored-3B-0719', 'h2oai/h2ogpt-gm-oasst1-en-1024-open-llama-7b-preview-400bt', 'TaylorAI/Flash-Llama-3B', 'kfkas/Llama-2-ko-7b-Chat', 'digitous/Skegma-GPTJ', 'digitous/Javalion-GPTJ', 'Pirr/pythia-13b-deduped-green_devil', 'TehVenom/PPO_Shygmalion-V8p4_Dev-6b', 'dvruette/oasst-pythia-6.9b-4000-steps', 'heegyu/WizardVicuna-3B-0719', 'psmathur/orca_mini_3b', 'OpenAssistant/galactica-6.7b-finetuned', 'frank098/orca_mini_3b_juniper', 'PygmalionAI/pygmalion-6b', 'TehVenom/PPO_Pygway-V8p4_Dev-6b', 'TFLai/gpt-neox-20b-4bit-alpaca', 'Corianas/gpt-j-6B-Dolly', 'TehVenom/Dolly_Shygmalion-6b', 'digitous/Janin-GPTJ', 'TehVenom/GPT-J-Pyg_PPO-6B-Dev-V8p4', 'EleutherAI/gpt-j-6b', 'KoboldAI/GPT-J-6B-Shinen', 'TehVenom/Dolly_Malion-6b', 'TehVenom/ChanMalion', 'Salesforce/codegen-6B-nl', 'Fredithefish/RedPajama-INCITE-Chat-3B-Instruction-Tuning-with-GPT-4', 'KoboldAI/GPT-J-6B-Janeway', 'togethercomputer/RedPajama-INCITE-Chat-3B-v1', 'togethercomputer/Pythia-Chat-Base-7B', 'heegyu/RedTulu-Uncensored-3B-0719', 'KoboldAI/PPO_Pygway-6b-Mix', 'KoboldAI/OPT-13B-Erebus', 'KoboldAI/fairseq-dense-6.7B', 'EleutherAI/pythia-12b-deduped', 'pszemraj/pythia-6.9b-HC3', 'Fredithefish/Guanaco-3B-Uncensored-v2', 'facebook/opt-13b', 'TehVenom/GPT-J-Pyg_PPO-6B', 'EleutherAI/pythia-6.9b-deduped', 'Devio/test-1400', 'Fredithefish/Guanaco-3B-Uncensored', 'codellama/CodeLlama-7b-hf', 'acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1', 'Fredithefish/ScarletPajama-3B-HF', 'KoboldAI/OPT-13B-Nerybus-Mix', 'YeungNLP/firefly-bloom-7b1', 'DanielSc4/RedPajama-INCITE-Chat-3B-v1-RL-LoRA-8bit-test1', 'klosax/open_llama_7b_400bt_preview', 'KoboldAI/OPT-13B-Nerys-v2', 'TehVenom/PPO_Shygmalion-6b', 'amazon/LightGPT', 'KnutJaegersberg/black_goo_recipe_c', 'NousResearch/CodeLlama-7b-hf', 'togethercomputer/RedPajama-INCITE-Instruct-3B-v1', 'heegyu/WizardVicuna-open-llama-3b-v2', 'bigscience/bloom-7b1', 'Devio/test-22B', 'RWKV/rwkv-raven-7b', 'hakurei/instruct-12b', 'CobraMamba/mamba-gpt-3b', 'KnutJaegersberg/black_goo_recipe_a', 'acrastt/OmegLLaMA-3B', 'codellama/CodeLlama-7b-Instruct-hf', 'h2oai/h2ogpt-oig-oasst1-512-6_9b', 'KoboldAI/OPT-6.7B-Erebus', 'facebook/opt-6.7b', 'KnutJaegersberg/black_goo_recipe_d', 'KnutJaegersberg/LLongMA-3b-LIMA', 'KnutJaegersberg/black_goo_recipe_b', 'KoboldAI/OPT-6.7B-Nerybus-Mix', 'health360/Healix-3B', 'EleutherAI/pythia-12b', 'Fredithefish/RedPajama-INCITE-Chat-3B-ShareGPT-11K', 'GeorgiaTechResearchInstitute/galactica-6.7b-evol-instruct-70k', 'h2oai/h2ogpt-oig-oasst1-256-6_9b', 'ikala/bloom-zh-3b-chat', 'Taekyoon/llama2-ko-7b-test', 'anhnv125/pygmalion-6b-roleplay', 'TehVenom/DiffMerge_Pygmalion_Main-onto-V8P4', 'KoboldAI/OPT-6B-nerys-v2', 'Lazycuber/pyg-instruct-wizardlm', 'Devio/testC', 'KoboldAI/OPT-30B-Erebus', 'Fredithefish/CrimsonPajama', 'togethercomputer/RedPajama-INCITE-Base-3B-v1', 'bigscience/bloomz-3b', 'conceptofmind/Open-LLongMA-3b', 'RWKV/rwkv-4-7b-pile', 'openlm-research/open_llama_3b', 'ewof/koishi-instruct-3b', 'DanielSc4/RedPajama-INCITE-Chat-3B-v1-FT-LoRA-8bit-test1', 'cerebras/Cerebras-GPT-13B', 'EleutherAI/pythia-6.7b', 'aisquared/chopt-2_7b', 'Azure99/blossom-v1-3b', 'PSanni/Deer-3b', 'bertin-project/bertin-gpt-j-6B-alpaca', 'OpenBuddy/openbuddy-openllama-3b-v10-bf16', 'KoboldAI/fairseq-dense-2.7B', 'ehartford/CodeLlama-34b-Instruct-hf', 'codellama/CodeLlama-34b-Instruct-hf', 'TheBloke/CodeLlama-34B-Instruct-fp16', 'h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2', 'openlm-research/open_llama_7b_700bt_preview', 'NbAiLab/nb-gpt-j-6B-alpaca', 'KoboldAI/OPT-2.7B-Erebus', 'Writer/camel-5b-hf', 'EleutherAI/pythia-2.7b', 'facebook/xglm-7.5B', 'EleutherAI/pythia-2.8b-deduped', 'klosax/open_llama_3b_350bt_preview', 'klosax/openllama-3b-350bt', 'KoboldAI/OPT-2.7B-Nerybus-Mix', 'KoboldAI/GPT-J-6B-Adventure', 'cerebras/Cerebras-GPT-6.7B', 'TFLai/pythia-2.8b-4bit-alpaca', 'facebook/opt-2.7b', 'KoboldAI/OPT-2.7B-Nerys-v2', 'bigscience/bloom-3b', 'Devio/test100', 'RWKV/rwkv-raven-3b', 'Azure99/blossom-v2-3b', 'codellama/CodeLlama-34b-Python-hf', 'bhenrym14/airoboros-33b-gpt4-1.4.1-PI-8192-fp16', 'EleutherAI/gpt-neo-2.7B', 'danielhanchen/open_llama_3b_600bt_preview', 'HuggingFaceH4/starchat-alpha', 'pythainlp/wangchanglm-7.5B-sft-en-sharded', 'beaugogh/pythia-1.4b-deduped-sharegpt', 'HWERI/pythia-1.4b-deduped-sharegpt', 'OpenAssistant/stablelm-7b-sft-v7-epoch-3', 'codellama/CodeLlama-7b-Python-hf', 'aisquared/chopt-1_3b', 'PygmalionAI/metharme-1.3b', 'Linly-AI/Chinese-LLaMA-2-13B-hf', 'chargoddard/llama-2-34b-uncode', 'RWKV/rwkv-4-3b-pile', 'pythainlp/wangchanglm-7.5B-sft-enth', 'MBZUAI/LaMini-GPT-1.5B', 'Writer/palmyra-base', 'KoboldAI/fairseq-dense-1.3B', 'EleutherAI/pythia-1.4b-deduped', 'MBZUAI/lamini-neo-1.3b', 'h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt', 'sartmis1/starcoder-finetune-openapi', 'MayaPH/opt-flan-iml-6.7b', 'facebook/xglm-4.5B', 'WizardLM/WizardCoder-15B-V1.0', 'facebook/opt-iml-max-1.3b', 'stabilityai/stablelm-tuned-alpha-7b', 'aisquared/dlite-v2-1_5b', 'stabilityai/stablelm-base-alpha-7b', 'sartmis1/starcoder-finetune-selfinstruct', 'lizhuang144/starcoder_mirror', 'bigcode/starcoder', 'TheBloke/CodeLlama-34B-Python-fp16', 'open-llm-leaderboard/bloomz-1b7-4bit-alpaca-auto-eval-adapter-applied', 'ehartford/CodeLlama-34b-Python-hf', 'codellama/CodeLlama-7b-Python-hf', 'GeorgiaTechResearchInstitute/starcoder-gpteacher-code-instruct', 'LoupGarou/WizardCoder-Guanaco-15B-V1.0', 'golaxy/gogpt-3b-bloom', 'EleutherAI/pythia-1.3b', 'codellama/CodeLlama-13b-Python-hf', 'hakurei/lotus-12B', 'NYTK/PULI-GPTrio', 'facebook/opt-1.3b', 'TheBloke/CodeLlama-13B-Python-fp16', 'codellama/CodeLlama-13b-Python-hf', 'RWKV/rwkv-raven-1b5', 'PygmalionAI/pygmalion-2.7b', 'bigscience/bloom-1b7', 'gpt2-xl', 'LoupGarou/WizardCoder-Guanaco-15B-V1.1', 'RWKV/rwkv-4-1b5-pile', 'codellama/CodeLlama-34b-hf', 'NousResearch/CodeLlama-34b-hf', 'rinna/bilingual-gpt-neox-4b-8k', 'lxe/Cerebras-GPT-2.7B-Alpaca-SP', 'cerebras/Cerebras-GPT-2.7B', 'jzjiao/opt-1.3b-rlhf', 'EleutherAI/gpt-neo-1.3B', 'aisquared/dlite-v1-1_5b', 'Corianas/Quokka_2.7b', 'MrNJK/gpt2-xl-sft', 'facebook/galactica-1.3b', 'aisquared/dlite-v2-774m', 'EleutherAI/pythia-1b-deduped', 'Kunhao/pile-7b-250b-tokens', 'w601sxs/b1ade-1b', 'rinna/bilingual-gpt-neox-4b', 'shaohang/SparseOPT-1.3B', 'shaohang/Sparse0.5_OPT-1.3', 'EleutherAI/polyglot-ko-12.8b', 'Salesforce/codegen-6B-multi', 'bigscience/bloom-1b1', 'TFLai/gpt-neo-1.3B-4bit-alpaca', 'FabbriSimo01/Bloom_1b_Quantized', 'MBZUAI/LaMini-GPT-774M', 'Locutusque/gpt2-large-conversational', 'Devio/test-3b', 'stabilityai/stablelm-tuned-alpha-3b', 'PygmalionAI/pygmalion-1.3b', 'KoboldAI/fairseq-dense-355M', 'Rachneet/gpt2-xl-alpaca', 'gpt2-large', 'Mikivis/gpt2-large-lora-sft', 'stabilityai/stablelm-base-alpha-3b', 'gpt2-medium', 'Kunhao/pile-7b', 'aisquared/dlite-v1-774m', 'aisquared/dlite-v2-355m', 'YeungNLP/firefly-bloom-2b6-v2', 'KnutJaegersberg/gpt-2-xl-EvolInstruct', 'KnutJaegersberg/galactica-orca-wizardlm-1.3b', 'cerebras/Cerebras-GPT-1.3B', 'FabbriSimo01/Cerebras_1.3b_Quantized', 'facebook/xglm-1.7B', 'EleutherAI/pythia-410m-deduped', 'TheBloke/GPlatty-30B-SuperHOT-8K-fp16', 'DataLinguistic/DataLinguistic-34B-V1.0', 'Corianas/Quokka_1.3b', 'TheTravellingEngineer/bloom-560m-RLHF-v2', 'Corianas/1.3b', 'RWKV/rwkv-4-430m-pile', 'porkorbeef/Llama-2-13b-sf', 'xhyi/PT_GPTNEO350_ATG', 'TheBloke/Wizard-Vicuna-13B-Uncensored-GPTQ', 'bigscience/bloomz-560m', 'TheBloke/medalpaca-13B-GPTQ-4bit', 'TheBloke/Vicuna-33B-1-3-SuperHOT-8K-fp16', 'aisquared/dlite-v1-355m', 'uukuguy/speechless-codellama-orca-airoboros-13b-0.10e', 'yhyhy3/med-orca-instruct-33b', 'TheBloke/Wizard-Vicuna-30B-Superhot-8K-fp16', 'TheTravellingEngineer/bloom-1b1-RLHF', 'MBZUAI/lamini-cerebras-1.3b', 'IDEA-CCNL/Ziya-LLaMA-13B-Pretrain-v1', 'TheBloke/WizardLM-7B-uncensored-GPTQ', 'TheBloke/EverythingLM-13B-16K-GPTQ', 'quantumaikr/open_llama_7b_hf', 'TheBloke/chronos-wizardlm-uc-scot-st-13B-GPTQ', 'TheBloke/WizardLM-30B-Uncensored-GPTQ', 'IDEA-CCNL/Ziya-LLaMA-13B-v1', 'Phind/Phind-CodeLlama-34B-v1', 'robowaifudev/megatron-gpt2-345m', 'MayaPH/GodziLLa-30B-instruct', 'TheBloke/CAMEL-33B-Combined-Data-SuperHOT-8K-fp16', 'uukuguy/speechless-codellama-orca-platypus-13b-0.10e', 'doas/test2', 'BreadAi/PM_modelV2', 'bigcode/santacoder', 'TheBloke/wizard-vicuna-13B-GPTQ', 'porkorbeef/Llama-2-13b', 'TehVenom/DiffMerge-DollyGPT-Pygmalion', 'PygmalionAI/pygmalion-350m', 'TheBloke/orca_mini_v3_7B-GPTQ', 'TheBloke/WizardLM-Uncensored-SuperCOT-StoryTelling-30B-GPTQ', 'TheBloke/WizardLM-30B-GPTQ', 'bigscience/bloom-560m', 'TFLai/gpt2-turkish-uncased', 'TheBloke/guanaco-33B-GPTQ', 'TheBloke/openchat_v2_openorca_preview-GPTQ', 'porkorbeef/Llama-2-13b-public', 'TheBloke/LongChat-13B-GPTQ', 'yhyhy3/med-orca-instruct-33b', 'TheBloke/airoboros-33B-gpt4-1-4-SuperHOT-8K-fp16', 'TheBloke/Chinese-Alpaca-33B-SuperHOT-8K-fp16', 'MayaPH/FinOPT-Franklin', 'TheBloke/WizardLM-33B-V1.0-Uncensored-GPTQ', 'TheBloke/Project-Baize-v2-13B-GPTQ', 'malhajar/Platypus2-70B-instruct-4bit-gptq', 'KoboldAI/OPT-350M-Erebus', 'rishiraj/bloom-560m-guanaco', 'Panchovix/WizardLM-33B-V1.0-Uncensored-SuperHOT-8k', 'doas/test5', 'vicgalle/alpaca-7b', 'beomi/KoAlpaca-Polyglot-5.8B', 'Phind/Phind-CodeLlama-34B-Python-v1', 'timdettmers/guanaco-65b-merged', 'TheBloke/wizard-mega-13B-GPTQ', 'MayaPH/GodziLLa-30B-plus', 'TheBloke/Platypus-30B-SuperHOT-8K-fp16', 'facebook/opt-350m', 'KoboldAI/OPT-350M-Nerys-v2', 'TheBloke/robin-33B-v2-GPTQ', 'jaspercatapang/Echidna-30B', 'TheBloke/llama-30b-supercot-SuperHOT-8K-fp16', 'marcchew/test1', 'Harshvir/LaMini-Neo-1.3B-Mental-Health_lora', 'golaxy/gogpt-560m', 'TheBloke/orca_mini_13B-GPTQ', 'Panchovix/airoboros-33b-gpt4-1.2-SuperHOT-8k', 'Aspik101/tulu-7b-instruct-pl-lora_unload', 'Phind/Phind-CodeLlama-34B-v2', 'BreadAi/MusePy-1-2', 'cerebras/Cerebras-GPT-590M', 'microsoft/CodeGPT-small-py', 'victor123/WizardLM-13B-1.0', 'OptimalScale/robin-65b-v2-delta', 'voidful/changpt-bart', 'FabbriSimo01/GPT_Large_Quantized', 'MayaPH/FinOPT-Lincoln', 'KoboldAI/fairseq-dense-125M', 'SebastianSchramm/Cerebras-GPT-111M-instruction', 'TheTravellingEngineer/bloom-560m-RLHF', 'breadlicker45/dough-instruct-base-001', 'WizardLM/WizardLM-30B-V1.0', 'WizardLM/WizardLM-30B-V1.0', 'WizardLM/WizardLM-30B-V1.0', 'TaylorAI/Flash-Llama-30M-20001', 'porkorbeef/Llama-2-13b-12_153950', 'huggingtweets/bladeecity-jerma985', 'KnutJaegersberg/megatron-GPT-2-345m-EvolInstruct', 'bhenrym14/airoboros-33b-gpt4-1.4.1-lxctx-PI-16384-fp16', 'microsoft/DialoGPT-small', 'Corianas/590m', 'facebook/xglm-564M', 'EleutherAI/gpt-neo-125m', 'EleutherAI/pythia-160m-deduped', 'klosax/pythia-160m-deduped-step92k-193bt', 'MBZUAI/lamini-neo-125m', 'bigcode/tiny_starcoder_py', 'concedo/OPT-19M-ChatSalad', 'anton-l/gpt-j-tiny-random', 'grantprice/Cerebras-GPT-590M-finetuned-DND', 'deepnight-research/zsc-text', 'WangZeJun/bloom-820m-chat', 'cerebras/Cerebras-GPT-256M', 'ai-forever/rugpt3large_based_on_gpt2', 'alibidaran/medical_transcription_generator', 'Deci/DeciCoder-1b', 'microsoft/DialoGPT-medium', 'ogimgio/gpt-neo-125m-neurallinguisticpioneers', 'open-llm-leaderboard/bloom-560m-4bit-alpaca-auto-eval-adapter-applied', 'BreadAi/gpt-YA-1-1_160M', 'microsoft/DialoGPT-large', 'facebook/opt-125m', 'huggingtweets/jerma985', 'Locutusque/gpt2-conversational-or-qa', 'concedo/Pythia-70M-ChatSalad', 'roneneldan/TinyStories-1M', 'BreadAi/DiscordPy', 'bigcode/gpt_bigcode-santacoder', 'Tincando/fiction_story_generator', 'klosax/pythia-70m-deduped-step44k-92bt', 'Quake24/easyTermsSummerizer', 'BreadAi/gpt-YA-1-1_70M', 'EleutherAI/pythia-160m', 'euclaise/gpt-neox-122m-minipile-digits', 'MBZUAI/lamini-cerebras-590m', 'nicholasKluge/Aira-124M', 'MayaPH/FinOPT-Washington', 'cyberagent/open-calm-large', 'BreadAi/StoryPy', 'EleutherAI/pythia-70m', 'BreadAi/gpt-Youtube', 'roneneldan/TinyStories-33M', 'EleutherAI/pythia-70m-deduped', 'lgaalves/gpt2_guanaco-dolly-platypus', 'Corianas/Quokka_590m', 'lgaalves/gpt2_platypus-dolly-guanaco', 'cyberagent/open-calm-7b', 'RWKV/rwkv-4-169m-pile', 'gpt2', 'roneneldan/TinyStories-28M', 'lgaalves/gpt2_open-platypus', 'gpt2', 'SaylorTwift/gpt2_test', 'roneneldan/TinyStories-3M', 'nthngdy/pythia-owt2-70m-50k', 'Corianas/256_5epoch', 'roneneldan/TinyStories-8M', 'lgaalves/gpt2-dolly', 'nthngdy/pythia-owt2-70m-100k', 'aisquared/dlite-v2-124m', 'mncai/SGPT-1.3B-insurance-epoch10', 'huggingtweets/gladosystem', 'abhiramtirumala/DialoGPT-sarcastic-medium', 'MBZUAI/lamini-cerebras-256m', 'cerebras/Cerebras-GPT-111M', 'uberkie/metharme-1.3b-finetuned', 'MBZUAI/lamini-cerebras-111m', 'psyche/kogpt', 'Corianas/Quokka_256m', 'vicgalle/gpt2-alpaca-gpt4', 'aisquared/dlite-v1-124m', 'Mikivis/xuanxuan', 'MBZUAI/LaMini-GPT-124M', 'vicgalle/gpt2-alpaca', 'huashiyiqike/testmodel', 'Corianas/111m', 'baseline']

+models = [
+    "uni-tianyan/Uni-TianYan",
+    "fangloveskari/ORCA_LLaMA_70B_QLoRA",
+    "garage-bAInd/Platypus2-70B-instruct",
+    "upstage/Llama-2-70b-instruct-v2",
+    "fangloveskari/Platypus_QLoRA_LLaMA_70b",
+    "yeontaek/llama-2-70B-ensemble-v5",
+    "TheBloke/Genz-70b-GPTQ",
+    "TheBloke/Platypus2-70B-Instruct-GPTQ",
+    "psmathur/model_007",
+    "yeontaek/llama-2-70B-ensemble-v4",
+    "psmathur/orca_mini_v3_70b",
+    "ehartford/Samantha-1.11-70b",
+    "MayaPH/GodziLLa2-70B",
+    "psmathur/model_007_v2",
+    "chargoddard/MelangeA-70b",
+    "ehartford/Samantha-1.1-70b",
+    "psmathur/model_009",
+    "upstage/Llama-2-70b-instruct",
+    "yeontaek/llama-2-70B-ensemble-v7",
+    "yeontaek/llama-2-70B-ensemble-v6",
+    "chargoddard/MelangeB-70b",
+    "yeontaek/llama-2-70B-ensemble-v3",
+    "chargoddard/MelangeC-70b",
+    "garage-bAInd/Camel-Platypus2-70B",
+    "yeontaek/llama-2-70B-ensemble-v2",
+    "garage-bAInd/Camel-Platypus2-70B",
+    "migtissera/Synthia-70B-v1.2",
+    "v2ray/LLaMA-2-Wizard-70B-QLoRA",
+    "quantumaikr/llama-2-70b-fb16-orca-chat-10k",
+    "v2ray/LLaMA-2-Wizard-70B-QLoRA",
+    "stabilityai/StableBeluga2",
+    "quantumaikr/llama-2-70b-fb16-guanaco-1k",
+    "garage-bAInd/Camel-Platypus2-70B",
+    "migtissera/Synthia-70B-v1.1",
+    "migtissera/Synthia-70B",
+    "psmathur/model_101",
+    "augtoma/qCammel70",
+    "augtoma/qCammel-70",
+    "augtoma/qCammel-70v1",
+    "augtoma/qCammel-70x",
+    "augtoma/qCammel-70-x",
+    "jondurbin/airoboros-l2-70b-gpt4-1.4.1",
+    "dfurman/llama-2-70b-dolphin-peft",
+    "jondurbin/airoboros-l2-70b-2.1",
+    "TheBloke/llama-2-70b-Guanaco-QLoRA-fp16",
+    "quantumaikr/QuantumLM-llama2-70B-Korean-LoRA",
+    "quantumaikr/quantumairk-llama-2-70B-instruct",
+    "psmathur/model_420",
+    "psmathur/model_51",
+    "garage-bAInd/Camel-Platypus2-70B",
+    "TheBloke/Airoboros-L2-70B-2.1-GPTQ",
+    "OpenAssistant/llama2-70b-oasst-sft-v10",
+    "garage-bAInd/Platypus2-70B",
+    "liuxiang886/llama2-70B-qlora-gpt4",
+    "upstage/llama-65b-instruct",
+    "quantumaikr/llama-2-70b-fb16-korean",
+    "NousResearch/Nous-Hermes-Llama2-70b",
+    "v2ray/LLaMA-2-Jannie-70B-QLoRA",
+    "jondurbin/airoboros-l2-70b-gpt4-m2.0",
+    "jondurbin/airoboros-l2-70b-gpt4-m2.0",
+    "OpenAssistant/llama2-70b-oasst-sft-v10",
+    "yeontaek/llama-2-70B-ensemble-v8",
+    "jondurbin/airoboros-l2-70b-gpt4-2.0",
+    "jarradh/llama2_70b_chat_uncensored",
+    "WizardLM/WizardMath-70B-V1.0",
+    "jordiclive/Llama-2-70b-oasst-1-200",
+    "WizardLM/WizardMath-70B-V1.0",
+    "jondurbin/airoboros-l2-70b-gpt4-2.0",
+    "OpenLemur/lemur-70b-chat-v1",
+    "tiiuae/falcon-180B",
+    "tiiuae/falcon-180B",
+    "stabilityai/StableBeluga1-Delta",
+    "psmathur/model_42_70b",
+    "psmathur/test_42_70b",
+    "TheBloke/fiction.live-Kimiko-V2-70B-fp16",
+    "tiiuae/falcon-180B",
+    "WizardLM/WizardMath-70B-V1.0",
+    "tiiuae/falcon-180B-chat",
+    "jondurbin/airoboros-l2-70b-gpt4-2.0",
+    "ehartford/samantha-1.1-llama-33b",
+    "ajibawa-2023/scarlett-33b",
+    "ddobokki/Llama-2-70b-orca-200k",
+    "TheBloke/gpt4-alpaca-lora_mlp-65B-HF",
+    "tiiuae/falcon-180B-chat",
+    "tiiuae/falcon-180B-chat",
+    "tiiuae/falcon-180B",
+    "TheBloke/Lemur-70B-Chat-v1-GPTQ",
+    "NousResearch/Nous-Puffin-70B",
+    "WizardLM/WizardLM-70B-V1.0",
+    "WizardLM/WizardMath-70B-V1.0",
+    "meta-llama/Llama-2-70b-hf",
+    "TheBloke/Llama-2-70B-fp16",
+    "Weyaxi/llama-2-alpacagpt4-1000step",
+    "WizardLM/WizardLM-70B-V1.0",
+    "simsim314/WizardLM-70B-V1.0-HF",
+    "simsim314/WizardLM-70B-V1.0-HF",
+    "WizardLM/WizardLM-70B-V1.0",
+    "openbmb/UltraLM-65b",
+    "psmathur/model_420_preview",
+    "WizardLM/WizardLM-70B-V1.0",
+    "simsim314/WizardLM-70B-V1.0-HF",
+    "OpenBuddy/openbuddy-llama2-70b-v10.1-bf16",
+    "upstage/llama-30b-instruct-2048",
+    "jondurbin/airoboros-65b-gpt4-1.2",
+    "TheBloke/guanaco-65B-HF",
+    "jondurbin/airoboros-65b-gpt4-1.3",
+    "meta-llama/Llama-2-70b-chat-hf",
+    "ValiantLabs/ShiningValiant",
+    "Faradaylab/Aria-70B",
+    "lilloukas/GPlatty-30B",
+    "TheBloke/VicUnlocked-alpaca-65B-QLoRA-fp16",
+    "jondurbin/airoboros-65b-gpt4-1.4-peft",
+    "jondurbin/airoboros-65b-gpt4-1.4",
+    "jondurbin/airoboros-65b-gpt4-2.0",
+    "TheBloke/WizardLM-70B-V1.0-GPTQ",
+    "TheBloke/WizardLM-70B-V1.0-GPTQ",
+    "ariellee/SuperPlatty-30B",
+    "jondurbin/airoboros-65b-gpt4-1.4",
+    "jondurbin/airoboros-65b-gpt4-2.0",
+    "yeontaek/llama-2-70b-IA3-guanaco",
+    "CalderaAI/30B-Lazarus",
+    "Aspik101/trurl-2-13b-pl-instruct_unload",
+    "ehartford/WizardLM-33B-V1.0-Uncensored",
+    "ehartford/WizardLM-33B-V1.0-Uncensored",
+    "OpenBuddy/openbuddy-llama-65b-v8-bf16",
+    "Aspik101/llama-30b-instruct-2048-PL-lora",
+    "h2oai/h2ogpt-research-oasst1-llama-65b",
+    "Aspik101/llama-30b-instruct-2048-PL-lora",
+    "CalderaAI/30B-Epsilon",
+    "Aspik101/llama-30b-2048-instruct-PL-lora_unload",
+    "jondurbin/airoboros-65b-gpt4-m2.0",
+    "jondurbin/airoboros-65b-gpt4-m2.0",
+    "Aeala/Alpaca-elina-65b",
+    "TheBloke/robin-65b-v2-fp16",
+    "TheBloke/gpt4-alpaca-lora-30b-HF",
+    "TheBloke/Llama-2-70B-chat-GPTQ",
+    "upstage/llama-30b-instruct",
+    "OpenLemur/lemur-70b-v1",
+    "lmsys/vicuna-33b-v1.3",
+    "ausboss/llama-30b-supercot",
+    "ai-business/Luban-13B",
+    "Henk717/airochronos-33B",
+    "lmsys/vicuna-33b-v1.3",
+    "Henk717/airochronos-33B",
+    "bavest/fin-llama-33b-merged",
+    "jondurbin/airoboros-33b-gpt4-1.4",
+    "YeungNLP/firefly-llama-30b",
+    "Aspik101/30B-Lazarus-instruct-PL-lora_unload",
+    "uukuguy/speechless-llama2-luban-orca-platypus-13b",
+    "xxyyy123/test_merge_p_ov1_w0.66_w0.5_n1",
+    "jondurbin/airoboros-33b-gpt4-1.2",
+    "TheBloke/alpaca-lora-65B-HF",
+    "bofenghuang/vigogne-33b-instruct",
+    "yeontaek/llama-2-13B-ensemble-v5",
+    "garage-bAInd/Platypus-30B",
+    "Open-Orca/OpenOrca-Platypus2-13B",
+    "kajdun/viwaai-30b_v4",
+    "lilloukas/Platypus-30B",
+    "Open-Orca/OpenOrca-Platypus2-13B",
+    "Henk717/chronoboros-33B",
+    "jondurbin/airoboros-33b-2.1",
+    "HiTZ/alpaca-lora-65b-en-pt-es-ca",
+    "quantumaikr/QuantumLM-70B-hf",
+    "uukuguy/speechless-llama2-13b",
+    "uukuguy/speechless-llama2-hermes-orca-platypus-13b",
+    "openaccess-ai-collective/manticore-30b-chat-pyg-alpha",
+    "LLMs/WizardLM-30B-V1.0",
+    "TheBloke/WizardLM-30B-fp16",
+    "openaccess-ai-collective/hippogriff-30b-chat",
+    "concedo/Vicuzard-30B-Uncensored",
+    "TFLai/OpenOrca-Platypus2-13B-QLoRA-0.80-epoch",
+    "huggingface/llama-65b",
+    "huggyllama/llama-65b",
+    "gaodrew/gaodrew-llama-30b-instruct-2048-Open-Platypus-100steps",
+    "uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b",
+    "Sao10K/Mythical-Destroyer-V2-L2-13B",
+    "camel-ai/CAMEL-33B-Combined-Data",
+    "dsvv-cair/alpaca-cleaned-llama-30b-bf16",
+    "MetaIX/GPT4-X-Alpasta-30b",
+    "garage-bAInd/Stable-Platypus2-13B",
+    "TFLai/Luban-Platypus2-13B-QLora-0.80-epoch",
+    "TheBloke/OpenOrca-Platypus2-13B-GPTQ",
+    "IkariDev/Athena-tmp",
+    "OpenBuddyEA/openbuddy-llama-30b-v7.1-bf16",
+    "OpenBuddyEA/openbuddy-llama-30b-v7.1-bf16",
+    "Open-Orca/OpenOrcaxOpenChat-Preview2-13B",
+    "psmathur/model_007_13b_v2",
+    "Aspik101/Vicuzard-30B-Uncensored-instruct-PL-lora_unload",
+    "jondurbin/airoboros-33b-gpt4-m2.0",
+    "Sao10K/Mythical-Destroyer-L2-13B",
+    "TheBloke/Wizard-Vicuna-30B-Uncensored-fp16",
+    "ehartford/Wizard-Vicuna-30B-Uncensored",
+    "TFLai/Nova-13B",
+    "TheBloke/robin-33B-v2-fp16",
+    "totally-not-an-llm/PuddleJumper-13b",
+    "Aeala/VicUnlocked-alpaca-30b",
+    "Yhyu13/oasst-rlhf-2-llama-30b-7k-steps-hf",
+    "jondurbin/airoboros-33b-gpt4",
+    "jondurbin/airoboros-33b-gpt4-m2.0",
+    "tiiuae/falcon-40b-instruct",
+    "psmathur/orca_mini_v3_13b",
+    "Aeala/GPT4-x-AlpacaDente-30b",
+    "MayaPH/GodziLLa-30B",
+    "jondurbin/airoboros-33b-gpt4-m2.0",
+    "TFLai/SpeechlessV1-Nova-13B",
+    "yeontaek/llama-2-13B-ensemble-v4",
+    "ajibawa-2023/carl-33b",
+    "jondurbin/airoboros-33b-gpt4-2.0",
+    "TFLai/Stable-Platypus2-13B-QLoRA-0.80-epoch",
+    "jondurbin/airoboros-33b-gpt4-1.3",
+    "TehVenom/oasst-sft-6-llama-33b-xor-MERGED-16bit",
+    "TFLai/OrcaMini-Platypus2-13B-QLoRA-0.80-epoch",
+    "jondurbin/airoboros-33b-gpt4-2.0",
+    "chargoddard/Chronorctypus-Limarobormes-13b",
+    "jondurbin/airoboros-33b-gpt4-1.3",
+    "Open-Orca/OpenOrca-Platypus2-13B",
+    "FelixChao/vicuna-33b-coder",
+    "FelixChao/vicuna-33b-coder",
+    "Gryphe/MythoMix-L2-13b",
+    "Aeala/Enterredaas-33b",
+    "yeontaek/llama-2-13B-ensemble-v1",
+    "TFLai/OpenOrcaPlatypus2-Platypus2-13B-QLora-0.80-epoch",
+    "TFLai/Ensemble5-Platypus2-13B-QLora-0.80-epoch",
+    "yeontaek/llama-2-13B-ensemble-v3",
+    "TFLai/MythoMix-Platypus2-13B-QLoRA-0.80-epoch",
+    "yihan6324/llama2-13b-instructmining-40k-sharegpt",
+    "timdettmers/guanaco-33b-merged",
+    "TFLai/EnsembleV5-Nova-13B",
+    "circulus/Llama-2-13b-orca-v1",
+    "Undi95/ReMM-SLERP-L2-13B",
+    "Gryphe/MythoMax-L2-13b",
+    "stabilityai/StableBeluga-13B",
+    "circulus/Llama-2-13b-orca-v1",
+    "ehartford/WizardLM-30B-Uncensored",
+    "The-Face-Of-Goonery/huginnv1.2",
+    "TheBloke/OpenOrcaxOpenChat-Preview2-13B-GPTQ",
+    "Sao10K/Stheno-L2-13B",
+    "bofenghuang/vigogne-2-13b-instruct",
+    "The-Face-Of-Goonery/Huginn-13b-FP16",
+    "grimpep/L2-MythoMax22b-instruct-Falseblock",
+    "TFLai/Nous-Hermes-Platypus2-13B-QLoRA-0.80-epoch",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3-v4",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3-ensemble",
+    "Open-Orca/LlongOrca-13B-16k",
+    "Sao10K/Stheno-Inverted-L2-13B",
+    "garage-bAInd/Camel-Platypus2-13B",
+    "digitous/Alpacino30b",
+    "NousResearch/Nous-Hermes-Llama2-13b",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3-v3",
+    "TFLai/MythicalDestroyerV2-Platypus2-13B-QLora-0.80-epoch",
+    "TheBloke/VicUnlocked-30B-LoRA-HF",
+    "Undi95/Nous-Hermes-13B-Code",
+    "The-Face-Of-Goonery/Chronos-Beluga-v2-13bfp16",
+    "NousResearch/Nous-Hermes-Llama2-13b",
+    "Monero/WizardLM-Uncensored-SuperCOT-StoryTelling-30b",
+    "TheBloke/Wizard-Vicuna-30B-Uncensored-GPTQ",
+    "Open-Orca/OpenOrcaxOpenChat-Preview2-13B",
+    "Austism/chronos-hermes-13b-v2",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3-v2.1",
+    "yeontaek/Platypus2xOpenOrca-13B-IA3-v2",
+    "Gryphe/MythoLogic-L2-13b",
+    "augtoma/qCammel-13",
+    "YeungNLP/firefly-llama2-13b-v1.2",
+    "Aspik101/StableBeluga-13B-instruct-PL-lora_unload",
+    "andreaskoepf/llama2-13b-megacode2_min100",
+    "rombodawg/LosslessMegaCoder-llama2-13b-mini",
+    "yulan-team/YuLan-Chat-2-13b-fp16",
+    "elinas/chronos-33b",
+    "YeungNLP/firefly-llama2-13b",
+    "Sao10K/Medusa-13b",
+    "OptimalScale/robin-65b-v2-delta",
+    "minlik/chinese-alpaca-33b-merged",
+    "OpenAssistant/llama2-13b-megacode2-oasst",
+    "TheBloke/OpenAssistant-SFT-7-Llama-30B-HF",
+    "Undi95/UndiMix-v1-13b",
+    "ehartford/Samantha-1.11-13b",
+    "beaugogh/Llama2-13b-sharegpt4",
+    "Aeala/GPT4-x-AlpacaDente2-30b",
+    "luffycodes/nash-vicuna-13b-v1dot5-ep2-w-rag-w-simple",
+    "WizardLM/WizardLM-13B-V1.1",
+    "uukuguy/speechless-orca-platypus-coig-lite-2k-0.6e-13b",
+    "huggyllama/llama-30b",
+    "Undi95/ReMM-L2-13B-PIPPA",
+    "Undi95/ReMM-L2-13B",
+    "gaodrew/gaodrew-gorgonzola-13b",
+    "lmsys/vicuna-13b-v1.5",
+    "yeontaek/Platypus2xOpenOrca-13B-LoRa",
+    "Yhyu13/llama-30B-hf-openassitant",
+    "huggingface/llama-30b",
+    "lmsys/vicuna-13b-v1.5",
+    "TFLai/Athena-Platypus2-13B-QLora-0.80-epoch",
+    "TheBloke/dromedary-65b-lora-HF",
+    "yeontaek/llama-2-13b-Beluga-QLoRA",
+    "The-Face-Of-Goonery/Huginn-13b-V4",
+    "The-Face-Of-Goonery/Huginn-13b-v4.5",
+    "The-Face-Of-Goonery/Huginn-v3-13b",
+    "tiiuae/falcon-40b",
+    "WhoTookMyAmogusNickname/NewHope_HF_not_official",
+    "gaodrew/OpenOrca-Platypus2-13B-thera-1250",
+    "SLAM-group/NewHope",
+    "garage-bAInd/Platypus2-13B",
+    "migtissera/Synthia-13B",
+    "elinas/chronos-13b-v2",
+    "mosaicml/mpt-30b-chat",
+    "CHIH-HUNG/llama-2-13b-OpenOrca_5w",
+    "uukuguy/speechless-hermes-coig-lite-13b",
+    "TheBloke/tulu-30B-fp16",
+    "uukuguy/speechless-hermes-coig-lite-13b",
+    "xDAN-AI/xDAN_13b_l2_lora",
+    "lmsys/vicuna-13b-v1.5-16k",
+    "openchat/openchat_v3.1",
+    "CHIH-HUNG/llama-2-13b-dolphin_5w",
+    "Aspik101/vicuna-13b-v1.5-PL-lora_unload",
+    "Undi95/MLewd-L2-13B",
+    "ehartford/minotaur-llama2-13b-qlora",
+    "kajdun/iubaris-13b-v3",
+    "TFLai/Limarp-Platypus2-13B-QLoRA-0.80-epoch",
+    "openchat/openchat_v3.1",
+    "uukuguy/speechless-orca-platypus-coig-lite-4k-0.6e-13b",
+    "ziqingyang/chinese-alpaca-2-13b",
+    "TFLai/Airboros2.1-Platypus2-13B-QLora-0.80-epoch",
+    "yeontaek/llama-2-13b-Guanaco-QLoRA",
+    "lmsys/vicuna-13b-v1.5-16k",
+    "ehartford/based-30b",
+    "kingbri/airolima-chronos-grad-l2-13B",
+    "openchat/openchat_v3.2",
+    "uukuguy/speechless-orca-platypus-coig-lite-4k-0.5e-13b",
+    "yeontaek/Platypus2-13B-LoRa",
+    "kingbri/chronolima-airo-grad-l2-13B",
+    "openchat/openchat_v3.2",
+    "TFLai/PuddleJumper-Platypus2-13B-QLoRA-0.80-epoch",
+    "shareAI/llama2-13b-Chinese-chat",
+    "ehartford/WizardLM-1.0-Uncensored-Llama2-13b",
+    "Aspik101/Redmond-Puffin-13B-instruct-PL-lora_unload",
+    "yeontaek/llama-2-13B-ensemble-v6",
+    "WizardLM/WizardLM-13B-V1.2",
+    "TheBloke/WizardLM-13B-V1.1-GPTQ",
+    "bhenrym14/airophin-13b-pntk-16k-fp16",
+    "ehartford/WizardLM-1.0-Uncensored-Llama2-13b",
+    "Mikael110/llama-2-13b-guanaco-fp16",
+    "yeontaek/airoboros-2.1-llama-2-13B-QLoRa",
+    "CalderaAI/13B-Legerdemain-L2",
+    "grimpep/llama2-22b-wizard_vicuna",
+    "grimpep/llama2-22B-GPLATTY",
+    "bhenrym14/airophin-13b-pntk-16k-fp16",
+    "yeontaek/llama-2-13b-QLoRA",
+    "OpenAssistant/llama2-13b-orca-8k-3319",
+    "TheBloke/WizardLM-13B-V1-1-SuperHOT-8K-fp16",
+    "duliadotio/dulia-13b-8k-alpha",
+    "Undi95/LewdEngine",
+    "OpenBuddy/openbuddy-llama2-13b-v8.1-fp16",
+    "CHIH-HUNG/llama-2-13b-open_orca_20w",
+    "bhenrym14/airoboros-33b-gpt4-1.4.1-lxctx-PI-16384-fp16",
+    "FlagAlpha/Llama2-Chinese-13b-Chat",
+    "LLMs/WizardLM-13B-V1.0",
+    "chansung/gpt4-alpaca-lora-13b-decapoda-1024",
+    "TheBloke/wizardLM-13B-1.0-fp16",
+    "digitous/13B-Chimera",
+    "yeontaek/Platypus2xOpenOrcaxGuanaco-13B-LoRa",
+    "jondurbin/airoboros-l2-13b-2.1",
+    "Monero/WizardLM-30B-Uncensored-Guanaco-SuperCOT-30b",
+    "TheBloke/UltraLM-13B-fp16",
+    "openaccess-ai-collective/minotaur-13b-fixed",
+    "NousResearch/Redmond-Puffin-13B",
+    "KoboldAI/LLaMA2-13B-Holomax",
+    "Lajonbot/WizardLM-13B-V1.2-PL-lora_unload",
+    "yeontaek/Platypus2-13B-LoRa-v2",
+    "TheBloke/airoboros-13B-HF",
+    "jondurbin/airoboros-13b",
+    "jjaaaww/posi_13b",
+    "CoolWP/llama-2-13b-guanaco-fp16",
+    "yeontaek/Platypus2-13B-QLoRa",
+    "h2oai/h2ogpt-research-oig-oasst1-512-30b",
+    "dfurman/llama-2-13b-guanaco-peft",
+    "NousResearch/Redmond-Puffin-13B",
+    "pe-nlp/llama-2-13b-platypus-vicuna-wizard",
+    "CHIH-HUNG/llama-2-13b-dolphin_20w",
+    "NousResearch/Nous-Hermes-13b",
+    "NobodyExistsOnTheInternet/GiftedConvo13bLoraNoEconsE4",
+    "ehartford/Wizard-Vicuna-13B-Uncensored",
+    "TheBloke/Wizard-Vicuna-13B-Uncensored-HF",
+    "openchat/openchat_v3.2_super",
+    "bhenrym14/airophin-v2-13b-PI-8k-fp16",
+    "openaccess-ai-collective/manticore-13b",
+    "The-Face-Of-Goonery/Huginn-22b-Prototype",
+    "jphme/Llama-2-13b-chat-german",
+    "grimpep/llama2-28B-Airo03",
+    "TheBloke/Kimiko-v2-13B-fp16",
+    "FPHam/Free_Sydney_13b_HF",
+    "lmsys/vicuna-13b-v1.3",
+    "FelixChao/llama2-13b-math1.1",
+    "CalderaAI/13B-BlueMethod",
+    "meta-llama/Llama-2-13b-chat-hf",
+    "deepse/CodeUp-Llama-2-13b-chat-hf",
+    "WizardLM/WizardMath-13B-V1.0",
+    "WizardLM/WizardMath-13B-V1.0",
+    "HyperbeeAI/Tulpar-7b-v0",
+    "xxyyy123/test_qkvo_adptor",
+    "xxyyy123/mc_data_30k_from_platpus_orca_7b_10k_v1_lora_qkvo_rank14_v2",
+    "openchat/openchat_v2_w",
+    "FelixChao/llama2-13b-math1.1",
+    "psmathur/orca_mini_v3_7b",
+    "TehVenom/Metharme-13b-Merged",
+    "xxyyy123/10k_v1_lora_qkvo_rank14_v3",
+    "OpenAssistant/llama2-13b-orca-v2-8k-3166",
+    "openaccess-ai-collective/wizard-mega-13b",
+    "jondurbin/airoboros-13b-gpt4-1.4",
+    "jondurbin/airoboros-13b-gpt4-1.4-fp16",
+    "Monero/Manticore-13b-Chat-Pyg-Guanaco",
+    "FelixChao/llama2-13b-math1.2",
+    "chargoddard/platypus-2-22b-relora",
+    "FelixChao/llama2-13b-math1.2",
+    "Gryphe/MythoBoros-13b",
+    "CalderaAI/13B-Ouroboros",
+    "OpenAssistant/llama2-13b-orca-v2-8k-3166",
+    "heegyu/LIMA2-13b-hf",
+    "digitous/13B-HyperMantis",
+    "Gryphe/MythoLogic-13b",
+    "TheBloke/Airoboros-L2-13B-2.1-GPTQ",
+    "chargoddard/platypus2-22b-relora",
+    "openchat/openchat_v2",
+    "yeontaek/Platypus2-13B-IA3",
+    "stabilityai/StableBeluga-7B",
+    "circulus/Llama-2-7b-orca-v1",
+    "budecosystem/genz-13b-v2",
+    "TheBloke/gpt4-x-vicuna-13B-HF",
+    "NobodyExistsOnTheInternet/GiftedConvo13bLoraNoEcons",
+    "zarakiquemparte/zarafusionex-1.1-l2-7b",
+    "Lajonbot/tableBeluga-7B-instruct-pl-lora_unload",
+    "jondurbin/airoboros-13b-gpt4",
+    "gaodrew/gaodrew-gorgonzola-13b",
+    "jondurbin/airoboros-13b-gpt4-1.1",
+    "TheBloke/gpt4-alpaca-lora-13B-HF",
+    "zarakiquemparte/zarablendex-vq-l2-7b",
+    "openaccess-ai-collective/manticore-13b-chat-pyg",
+    "Lajonbot/Llama-2-13b-hf-instruct-pl-lora_unload",
+    "NobodyExistsOnTheInternet/PuffedLIMA13bQLORA",
+    "xxyyy123/10k_v1_lora_qkvo_rank28_v2",
+    "jondurbin/airoboros-l2-13b-gpt4-1.4.1",
+    "dhmeltzer/Llama-2-13b-hf-eli5-wiki-1024_r_64_alpha_16",
+    "NobodyExistsOnTheInternet/PuffedConvo13bLoraE4",
+    "yihan6324/llama2-7b-instructmining-40k-sharegpt",
+    "CHIH-HUNG/llama-2-13b-Open_Platypus_and_ccp_2.6w",
+    "Aeala/GPT4-x-Alpasta-13b",
+    "psmathur/orca_mini_v2_13b",
+    "YeungNLP/firefly-llama-13b",
+    "psmathur/orca_mini_v2_13b",
+    "zarakiquemparte/zarafusionix-l2-7b",
+    "yihan6324/llama2-7b-instructmining-60k-sharegpt",
+    "yihan6324/llama-2-7b-instructmining-60k-sharegpt",
+    "layoric/llama-2-13b-code-alpaca",
+    "bofenghuang/vigogne-13b-instruct",
+    "Lajonbot/vicuna-13b-v1.3-PL-lora_unload",
+    "lvkaokao/llama2-7b-hf-chat-lora-v3",
+    "ehartford/dolphin-llama-13b",
+    "YeungNLP/firefly-llama-13b-v1.2",
+    "TheBloke/Kimiko-13B-fp16",
+    "kevinpro/Vicuna-13B-CoT",
+    "eachadea/vicuna-13b-1.1",
+    "pillowtalks-ai/delta13b",
+    "TheBloke/vicuna-13B-1.1-HF",
+    "TheBloke/Vicuna-13B-CoT-fp16",
+    "lmsys/vicuna-13b-delta-v1.1",
+    "lmsys/vicuna-13b-v1.1",
+    "xxyyy123/20k_v1_lora_qkvo_rank14_v2",
+    "TheBloke/guanaco-13B-HF",
+    "TheBloke/vicuna-13b-v1.3.0-GPTQ",
+    "edor/Stable-Platypus2-mini-7B",
+    "totally-not-an-llm/EverythingLM-13b-V2-16k",
+    "zarakiquemparte/zaraxe-l2-7b",
+    "beaugogh/Llama2-7b-openorca-mc-v2",
+    "TheBloke/Nous-Hermes-13B-SuperHOT-8K-fp16",
+    "quantumaikr/QuantumLM",
+    "jondurbin/airoboros-13b-gpt4-1.2",
+    "TheBloke/robin-13B-v2-fp16",
+    "TFLai/llama-2-13b-4bit-alpaca-gpt4",
+    "yihan6324/llama2-7b-instructmining-orca-40k",
+    "dvruette/oasst-llama-13b-2-epochs",
+    "Open-Orca/LlongOrca-7B-16k",
+    "Aspik101/Nous-Hermes-13b-pl-lora_unload",
+    "ehartford/Samantha-1.11-CodeLlama-34b",
+    "nkpz/llama2-22b-chat-wizard-uncensored",
+    "bofenghuang/vigogne-13b-chat",
+    "beaugogh/Llama2-7b-openorca-mc-v1",
+    "OptimalScale/robin-13b-v2-delta",
+    "pe-nlp/llama-2-13b-vicuna-wizard",
+    "chargoddard/llama2-22b",
+    "gywy/llama2-13b-chinese-v1",
+    "frank098/Wizard-Vicuna-13B-juniper",
+    "IGeniusDev/llama13B-quant8-testv1-openorca-customdataset",
+    "CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w-gate_up_down_proj",
+    "eachadea/vicuna-13b",
+    "yihan6324/llama2-7b-instructmining-orca-90k",
+    "chargoddard/llama2-22b-blocktriangular",
+    "luffycodes/mcq-vicuna-13b-v1.5",
+    "Yhyu13/chimera-inst-chat-13b-hf",
+    "luffycodes/mcq-vicuna-13b-v1.5",
+    "chargoddard/ypotryll-22b-epoch2-qlora",
+    "totally-not-an-llm/EverythingLM-13b-16k",
+    "luffycodes/mcq-hal-vicuna-13b-v1.5",
+    "openaccess-ai-collective/minotaur-13b",
+    "IGeniusDev/llama13B-quant8-testv1-openorca-customdataset",
+    "chargoddard/llama2-22b-blocktriangular",
+    "TFLai/Platypus2-13B-QLoRA-0.80-epoch",
+    "meta-llama/Llama-2-13b-hf",
+    "CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w-gate_up_down_proj",
+    "luffycodes/mcq-hal-vicuna-13b-v1.5",
+    "TheBloke/Llama-2-13B-fp16",
+    "TaylorAI/Flash-Llama-13B",
+    "shareAI/bimoGPT-llama2-13b",
+    "wahaha1987/llama_13b_sharegpt94k_fastchat",
+    "openchat/openchat_8192",
+    "CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w-q_k_v_o_proj",
+    "dvruette/llama-13b-pretrained-sft-do2",
+    "CHIH-HUNG/llama-2-13b-alpaca-test",
+    "OpenBuddy/openbuddy-llama2-13b-v11.1-bf16",
+    "CHIH-HUNG/llama-2-13b-FINETUNE2_TEST_2.2w",
+    "project-baize/baize-v2-13b",
+    "jondurbin/airoboros-l2-13b-gpt4-m2.0",
+    "yeontaek/Platypus2xOpenOrca-13B-LoRa-v2",
+    "CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w",
+    "xzuyn/Alpacino-SuperCOT-13B",
+    "jondurbin/airoboros-l2-13b-gpt4-2.0",
+    "aiplanet/effi-13b",
+    "clibrain/Llama-2-13b-ft-instruct-es",
+    "CHIH-HUNG/llama-2-13b-huangyt_Fintune_1_17w",
+    "bofenghuang/vigogne-2-7b-instruct",
+    "CHIH-HUNG/llama-2-13b-huangyt_FINETUNE2_3w-q_k_v_o_proj",
+    "bofenghuang/vigogne-2-7b-chat",
+    "aiplanet/effi-13b",
+    "haonan-li/bactrian-x-llama-13b-merged",
+    "beaugogh/Llama2-7b-sharegpt4",
+    "HWERI/Llama2-7b-sharegpt4",
+    "jondurbin/airoboros-13b-gpt4-1.3",
+    "jondurbin/airoboros-c34b-2.1",
+    "junelee/wizard-vicuna-13b",
+    "TheBloke/wizard-vicuna-13B-HF",
+    "Open-Orca/OpenOrca-Preview1-13B",
+    "TheBloke/h2ogpt-oasst1-512-30B-HF",
+    "TheBloke/Llama-2-13B-GPTQ",
+    "camel-ai/CAMEL-13B-Combined-Data",
+    "lmsys/vicuna-7b-v1.5",
+    "lmsys/vicuna-7b-v1.5-16k",
+    "lmsys/vicuna-7b-v1.5",
+    "ausboss/llama-13b-supercot",
+    "TheBloke/tulu-13B-fp16",
+    "NousResearch/Nous-Hermes-llama-2-7b",
+    "jlevin/guanaco-13b-llama-2",
+    "lmsys/vicuna-7b-v1.5-16k",
+    "dvruette/llama-13b-pretrained",
+    "nkpz/llama2-22b-daydreamer-v3",
+    "dvruette/llama-13b-pretrained-dropout",
+    "jondurbin/airoboros-l2-13b-2.1",
+    "LLMs/Stable-Vicuna-13B",
+    "64bits/LexPodLM-13B",
+    "lizhuang144/llama_mirror_13b_v1.0",
+    "TheBloke/stable-vicuna-13B-HF",
+    "zarakiquemparte/zaraxls-l2-7b",
+    "TheBloke/Llama-2-13B-GPTQ",
+    "Kiddyz/testlm-3",
+    "migtissera/Synthia-7B",
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+    "TehVenom/ChanMalion",
+    "Salesforce/codegen-6B-nl",
+    "Fredithefish/RedPajama-INCITE-Chat-3B-Instruction-Tuning-with-GPT-4",
+    "KoboldAI/GPT-J-6B-Janeway",
+    "togethercomputer/RedPajama-INCITE-Chat-3B-v1",
+    "togethercomputer/Pythia-Chat-Base-7B",
+    "heegyu/RedTulu-Uncensored-3B-0719",
+    "KoboldAI/PPO_Pygway-6b-Mix",
+    "KoboldAI/OPT-13B-Erebus",
+    "KoboldAI/fairseq-dense-6.7B",
+    "EleutherAI/pythia-12b-deduped",
+    "pszemraj/pythia-6.9b-HC3",
+    "Fredithefish/Guanaco-3B-Uncensored-v2",
+    "facebook/opt-13b",
+    "TehVenom/GPT-J-Pyg_PPO-6B",
+    "EleutherAI/pythia-6.9b-deduped",
+    "Devio/test-1400",
+    "Fredithefish/Guanaco-3B-Uncensored",
+    "codellama/CodeLlama-7b-hf",
+    "acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1",
+    "Fredithefish/ScarletPajama-3B-HF",
+    "KoboldAI/OPT-13B-Nerybus-Mix",
+    "YeungNLP/firefly-bloom-7b1",
+    "DanielSc4/RedPajama-INCITE-Chat-3B-v1-RL-LoRA-8bit-test1",
+    "klosax/open_llama_7b_400bt_preview",
+    "KoboldAI/OPT-13B-Nerys-v2",
+    "TehVenom/PPO_Shygmalion-6b",
+    "amazon/LightGPT",
+    "KnutJaegersberg/black_goo_recipe_c",
+    "NousResearch/CodeLlama-7b-hf",
+    "togethercomputer/RedPajama-INCITE-Instruct-3B-v1",
+    "heegyu/WizardVicuna-open-llama-3b-v2",
+    "bigscience/bloom-7b1",
+    "Devio/test-22B",
+    "RWKV/rwkv-raven-7b",
+    "hakurei/instruct-12b",
+    "CobraMamba/mamba-gpt-3b",
+    "KnutJaegersberg/black_goo_recipe_a",
+    "acrastt/OmegLLaMA-3B",
+    "codellama/CodeLlama-7b-Instruct-hf",
+    "h2oai/h2ogpt-oig-oasst1-512-6_9b",
+    "KoboldAI/OPT-6.7B-Erebus",
+    "facebook/opt-6.7b",
+    "KnutJaegersberg/black_goo_recipe_d",
+    "KnutJaegersberg/LLongMA-3b-LIMA",
+    "KnutJaegersberg/black_goo_recipe_b",
+    "KoboldAI/OPT-6.7B-Nerybus-Mix",
+    "health360/Healix-3B",
+    "EleutherAI/pythia-12b",
+    "Fredithefish/RedPajama-INCITE-Chat-3B-ShareGPT-11K",
+    "GeorgiaTechResearchInstitute/galactica-6.7b-evol-instruct-70k",
+    "h2oai/h2ogpt-oig-oasst1-256-6_9b",
+    "ikala/bloom-zh-3b-chat",
+    "Taekyoon/llama2-ko-7b-test",
+    "anhnv125/pygmalion-6b-roleplay",
+    "TehVenom/DiffMerge_Pygmalion_Main-onto-V8P4",
+    "KoboldAI/OPT-6B-nerys-v2",
+    "Lazycuber/pyg-instruct-wizardlm",
+    "Devio/testC",
+    "KoboldAI/OPT-30B-Erebus",
+    "Fredithefish/CrimsonPajama",
+    "togethercomputer/RedPajama-INCITE-Base-3B-v1",
+    "bigscience/bloomz-3b",
+    "conceptofmind/Open-LLongMA-3b",
+    "RWKV/rwkv-4-7b-pile",
+    "openlm-research/open_llama_3b",
+    "ewof/koishi-instruct-3b",
+    "DanielSc4/RedPajama-INCITE-Chat-3B-v1-FT-LoRA-8bit-test1",
+    "cerebras/Cerebras-GPT-13B",
+    "EleutherAI/pythia-6.7b",
+    "aisquared/chopt-2_7b",
+    "Azure99/blossom-v1-3b",
+    "PSanni/Deer-3b",
+    "bertin-project/bertin-gpt-j-6B-alpaca",
+    "OpenBuddy/openbuddy-openllama-3b-v10-bf16",
+    "KoboldAI/fairseq-dense-2.7B",
+    "ehartford/CodeLlama-34b-Instruct-hf",
+    "codellama/CodeLlama-34b-Instruct-hf",
+    "TheBloke/CodeLlama-34B-Instruct-fp16",
+    "h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2",
+    "openlm-research/open_llama_7b_700bt_preview",
+    "NbAiLab/nb-gpt-j-6B-alpaca",
+    "KoboldAI/OPT-2.7B-Erebus",
+    "Writer/camel-5b-hf",
+    "EleutherAI/pythia-2.7b",
+    "facebook/xglm-7.5B",
+    "EleutherAI/pythia-2.8b-deduped",
+    "klosax/open_llama_3b_350bt_preview",
+    "klosax/openllama-3b-350bt",
+    "KoboldAI/OPT-2.7B-Nerybus-Mix",
+    "KoboldAI/GPT-J-6B-Adventure",
+    "cerebras/Cerebras-GPT-6.7B",
+    "TFLai/pythia-2.8b-4bit-alpaca",
+    "facebook/opt-2.7b",
+    "KoboldAI/OPT-2.7B-Nerys-v2",
+    "bigscience/bloom-3b",
+    "Devio/test100",
+    "RWKV/rwkv-raven-3b",
+    "Azure99/blossom-v2-3b",
+    "codellama/CodeLlama-34b-Python-hf",
+    "bhenrym14/airoboros-33b-gpt4-1.4.1-PI-8192-fp16",
+    "EleutherAI/gpt-neo-2.7B",
+    "danielhanchen/open_llama_3b_600bt_preview",
+    "HuggingFaceH4/starchat-alpha",
+    "pythainlp/wangchanglm-7.5B-sft-en-sharded",
+    "beaugogh/pythia-1.4b-deduped-sharegpt",
+    "HWERI/pythia-1.4b-deduped-sharegpt",
+    "OpenAssistant/stablelm-7b-sft-v7-epoch-3",
+    "codellama/CodeLlama-7b-Python-hf",
+    "aisquared/chopt-1_3b",
+    "PygmalionAI/metharme-1.3b",
+    "Linly-AI/Chinese-LLaMA-2-13B-hf",
+    "chargoddard/llama-2-34b-uncode",
+    "RWKV/rwkv-4-3b-pile",
+    "pythainlp/wangchanglm-7.5B-sft-enth",
+    "MBZUAI/LaMini-GPT-1.5B",
+    "Writer/palmyra-base",
+    "KoboldAI/fairseq-dense-1.3B",
+    "EleutherAI/pythia-1.4b-deduped",
+    "MBZUAI/lamini-neo-1.3b",
+    "h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt",
+    "sartmis1/starcoder-finetune-openapi",
+    "MayaPH/opt-flan-iml-6.7b",
+    "facebook/xglm-4.5B",
+    "WizardLM/WizardCoder-15B-V1.0",
+    "facebook/opt-iml-max-1.3b",
+    "stabilityai/stablelm-tuned-alpha-7b",
+    "aisquared/dlite-v2-1_5b",
+    "stabilityai/stablelm-base-alpha-7b",
+    "sartmis1/starcoder-finetune-selfinstruct",
+    "lizhuang144/starcoder_mirror",
+    "bigcode/starcoder",
+    "TheBloke/CodeLlama-34B-Python-fp16",
+    "open-llm-leaderboard/bloomz-1b7-4bit-alpaca-auto-eval-adapter-applied",
+    "ehartford/CodeLlama-34b-Python-hf",
+    "codellama/CodeLlama-7b-Python-hf",
+    "GeorgiaTechResearchInstitute/starcoder-gpteacher-code-instruct",
+    "LoupGarou/WizardCoder-Guanaco-15B-V1.0",
+    "golaxy/gogpt-3b-bloom",
+    "EleutherAI/pythia-1.3b",
+    "codellama/CodeLlama-13b-Python-hf",
+    "hakurei/lotus-12B",
+    "NYTK/PULI-GPTrio",
+    "facebook/opt-1.3b",
+    "TheBloke/CodeLlama-13B-Python-fp16",
+    "codellama/CodeLlama-13b-Python-hf",
+    "RWKV/rwkv-raven-1b5",
+    "PygmalionAI/pygmalion-2.7b",
+    "bigscience/bloom-1b7",
+    "gpt2-xl",
+    "LoupGarou/WizardCoder-Guanaco-15B-V1.1",
+    "RWKV/rwkv-4-1b5-pile",
+    "codellama/CodeLlama-34b-hf",
+    "NousResearch/CodeLlama-34b-hf",
+    "rinna/bilingual-gpt-neox-4b-8k",
+    "lxe/Cerebras-GPT-2.7B-Alpaca-SP",
+    "cerebras/Cerebras-GPT-2.7B",
+    "jzjiao/opt-1.3b-rlhf",
+    "EleutherAI/gpt-neo-1.3B",
+    "aisquared/dlite-v1-1_5b",
+    "Corianas/Quokka_2.7b",
+    "MrNJK/gpt2-xl-sft",
+    "facebook/galactica-1.3b",
+    "aisquared/dlite-v2-774m",
+    "EleutherAI/pythia-1b-deduped",
+    "Kunhao/pile-7b-250b-tokens",
+    "w601sxs/b1ade-1b",
+    "rinna/bilingual-gpt-neox-4b",
+    "shaohang/SparseOPT-1.3B",
+    "shaohang/Sparse0.5_OPT-1.3",
+    "EleutherAI/polyglot-ko-12.8b",
+    "Salesforce/codegen-6B-multi",
+    "bigscience/bloom-1b1",
+    "TFLai/gpt-neo-1.3B-4bit-alpaca",
+    "FabbriSimo01/Bloom_1b_Quantized",
+    "MBZUAI/LaMini-GPT-774M",
+    "Locutusque/gpt2-large-conversational",
+    "Devio/test-3b",
+    "stabilityai/stablelm-tuned-alpha-3b",
+    "PygmalionAI/pygmalion-1.3b",
+    "KoboldAI/fairseq-dense-355M",
+    "Rachneet/gpt2-xl-alpaca",
+    "gpt2-large",
+    "Mikivis/gpt2-large-lora-sft",
+    "stabilityai/stablelm-base-alpha-3b",
+    "gpt2-medium",
+    "Kunhao/pile-7b",
+    "aisquared/dlite-v1-774m",
+    "aisquared/dlite-v2-355m",
+    "YeungNLP/firefly-bloom-2b6-v2",
+    "KnutJaegersberg/gpt-2-xl-EvolInstruct",
+    "KnutJaegersberg/galactica-orca-wizardlm-1.3b",
+    "cerebras/Cerebras-GPT-1.3B",
+    "FabbriSimo01/Cerebras_1.3b_Quantized",
+    "facebook/xglm-1.7B",
+    "EleutherAI/pythia-410m-deduped",
+    "TheBloke/GPlatty-30B-SuperHOT-8K-fp16",
+    "DataLinguistic/DataLinguistic-34B-V1.0",
+    "Corianas/Quokka_1.3b",
+    "TheTravellingEngineer/bloom-560m-RLHF-v2",
+    "Corianas/1.3b",
+    "RWKV/rwkv-4-430m-pile",
+    "porkorbeef/Llama-2-13b-sf",
+    "xhyi/PT_GPTNEO350_ATG",
+    "TheBloke/Wizard-Vicuna-13B-Uncensored-GPTQ",
+    "bigscience/bloomz-560m",
+    "TheBloke/medalpaca-13B-GPTQ-4bit",
+    "TheBloke/Vicuna-33B-1-3-SuperHOT-8K-fp16",
+    "aisquared/dlite-v1-355m",
+    "uukuguy/speechless-codellama-orca-airoboros-13b-0.10e",
+    "yhyhy3/med-orca-instruct-33b",
+    "TheBloke/Wizard-Vicuna-30B-Superhot-8K-fp16",
+    "TheTravellingEngineer/bloom-1b1-RLHF",
+    "MBZUAI/lamini-cerebras-1.3b",
+    "IDEA-CCNL/Ziya-LLaMA-13B-Pretrain-v1",
+    "TheBloke/WizardLM-7B-uncensored-GPTQ",
+    "TheBloke/EverythingLM-13B-16K-GPTQ",
+    "quantumaikr/open_llama_7b_hf",
+    "TheBloke/chronos-wizardlm-uc-scot-st-13B-GPTQ",
+    "TheBloke/WizardLM-30B-Uncensored-GPTQ",
+    "IDEA-CCNL/Ziya-LLaMA-13B-v1",
+    "Phind/Phind-CodeLlama-34B-v1",
+    "robowaifudev/megatron-gpt2-345m",
+    "MayaPH/GodziLLa-30B-instruct",
+    "TheBloke/CAMEL-33B-Combined-Data-SuperHOT-8K-fp16",
+    "uukuguy/speechless-codellama-orca-platypus-13b-0.10e",
+    "doas/test2",
+    "BreadAi/PM_modelV2",
+    "bigcode/santacoder",
+    "TheBloke/wizard-vicuna-13B-GPTQ",
+    "porkorbeef/Llama-2-13b",
+    "TehVenom/DiffMerge-DollyGPT-Pygmalion",
+    "PygmalionAI/pygmalion-350m",
+    "TheBloke/orca_mini_v3_7B-GPTQ",
+    "TheBloke/WizardLM-Uncensored-SuperCOT-StoryTelling-30B-GPTQ",
+    "TheBloke/WizardLM-30B-GPTQ",
+    "bigscience/bloom-560m",
+    "TFLai/gpt2-turkish-uncased",
+    "TheBloke/guanaco-33B-GPTQ",
+    "TheBloke/openchat_v2_openorca_preview-GPTQ",
+    "porkorbeef/Llama-2-13b-public",
+    "TheBloke/LongChat-13B-GPTQ",
+    "yhyhy3/med-orca-instruct-33b",
+    "TheBloke/airoboros-33B-gpt4-1-4-SuperHOT-8K-fp16",
+    "TheBloke/Chinese-Alpaca-33B-SuperHOT-8K-fp16",
+    "MayaPH/FinOPT-Franklin",
+    "TheBloke/WizardLM-33B-V1.0-Uncensored-GPTQ",
+    "TheBloke/Project-Baize-v2-13B-GPTQ",
+    "malhajar/Platypus2-70B-instruct-4bit-gptq",
+    "KoboldAI/OPT-350M-Erebus",
+    "rishiraj/bloom-560m-guanaco",
+    "Panchovix/WizardLM-33B-V1.0-Uncensored-SuperHOT-8k",
+    "doas/test5",
+    "vicgalle/alpaca-7b",
+    "beomi/KoAlpaca-Polyglot-5.8B",
+    "Phind/Phind-CodeLlama-34B-Python-v1",
+    "timdettmers/guanaco-65b-merged",
+    "TheBloke/wizard-mega-13B-GPTQ",
+    "MayaPH/GodziLLa-30B-plus",
+    "TheBloke/Platypus-30B-SuperHOT-8K-fp16",
+    "facebook/opt-350m",
+    "KoboldAI/OPT-350M-Nerys-v2",
+    "TheBloke/robin-33B-v2-GPTQ",
+    "jaspercatapang/Echidna-30B",
+    "TheBloke/llama-30b-supercot-SuperHOT-8K-fp16",
+    "marcchew/test1",
+    "Harshvir/LaMini-Neo-1.3B-Mental-Health_lora",
+    "golaxy/gogpt-560m",
+    "TheBloke/orca_mini_13B-GPTQ",
+    "Panchovix/airoboros-33b-gpt4-1.2-SuperHOT-8k",
+    "Aspik101/tulu-7b-instruct-pl-lora_unload",
+    "Phind/Phind-CodeLlama-34B-v2",
+    "BreadAi/MusePy-1-2",
+    "cerebras/Cerebras-GPT-590M",
+    "microsoft/CodeGPT-small-py",
+    "victor123/WizardLM-13B-1.0",
+    "OptimalScale/robin-65b-v2-delta",
+    "voidful/changpt-bart",
+    "FabbriSimo01/GPT_Large_Quantized",
+    "MayaPH/FinOPT-Lincoln",
+    "KoboldAI/fairseq-dense-125M",
+    "SebastianSchramm/Cerebras-GPT-111M-instruction",
+    "TheTravellingEngineer/bloom-560m-RLHF",
+    "breadlicker45/dough-instruct-base-001",
+    "WizardLM/WizardLM-30B-V1.0",
+    "WizardLM/WizardLM-30B-V1.0",
+    "WizardLM/WizardLM-30B-V1.0",
+    "TaylorAI/Flash-Llama-30M-20001",
+    "porkorbeef/Llama-2-13b-12_153950",
+    "huggingtweets/bladeecity-jerma985",
+    "KnutJaegersberg/megatron-GPT-2-345m-EvolInstruct",
+    "bhenrym14/airoboros-33b-gpt4-1.4.1-lxctx-PI-16384-fp16",
+    "microsoft/DialoGPT-small",
+    "Corianas/590m",
+    "facebook/xglm-564M",
+    "EleutherAI/gpt-neo-125m",
+    "EleutherAI/pythia-160m-deduped",
+    "klosax/pythia-160m-deduped-step92k-193bt",
+    "MBZUAI/lamini-neo-125m",
+    "bigcode/tiny_starcoder_py",
+    "concedo/OPT-19M-ChatSalad",
+    "anton-l/gpt-j-tiny-random",
+    "grantprice/Cerebras-GPT-590M-finetuned-DND",
+    "deepnight-research/zsc-text",
+    "WangZeJun/bloom-820m-chat",
+    "cerebras/Cerebras-GPT-256M",
+    "ai-forever/rugpt3large_based_on_gpt2",
+    "alibidaran/medical_transcription_generator",
+    "Deci/DeciCoder-1b",
+    "microsoft/DialoGPT-medium",
+    "ogimgio/gpt-neo-125m-neurallinguisticpioneers",
+    "open-llm-leaderboard/bloom-560m-4bit-alpaca-auto-eval-adapter-applied",
+    "BreadAi/gpt-YA-1-1_160M",
+    "microsoft/DialoGPT-large",
+    "facebook/opt-125m",
+    "huggingtweets/jerma985",
+    "Locutusque/gpt2-conversational-or-qa",
+    "concedo/Pythia-70M-ChatSalad",
+    "roneneldan/TinyStories-1M",
+    "BreadAi/DiscordPy",
+    "bigcode/gpt_bigcode-santacoder",
+    "Tincando/fiction_story_generator",
+    "klosax/pythia-70m-deduped-step44k-92bt",
+    "Quake24/easyTermsSummerizer",
+    "BreadAi/gpt-YA-1-1_70M",
+    "EleutherAI/pythia-160m",
+    "euclaise/gpt-neox-122m-minipile-digits",
+    "MBZUAI/lamini-cerebras-590m",
+    "nicholasKluge/Aira-124M",
+    "MayaPH/FinOPT-Washington",
+    "cyberagent/open-calm-large",
+    "BreadAi/StoryPy",
+    "EleutherAI/pythia-70m",
+    "BreadAi/gpt-Youtube",
+    "roneneldan/TinyStories-33M",
+    "EleutherAI/pythia-70m-deduped",
+    "lgaalves/gpt2_guanaco-dolly-platypus",
+    "Corianas/Quokka_590m",
+    "lgaalves/gpt2_platypus-dolly-guanaco",
+    "cyberagent/open-calm-7b",
+    "RWKV/rwkv-4-169m-pile",
+    "gpt2",
+    "roneneldan/TinyStories-28M",
+    "lgaalves/gpt2_open-platypus",
+    "gpt2",
+    "SaylorTwift/gpt2_test",
+    "roneneldan/TinyStories-3M",
+    "nthngdy/pythia-owt2-70m-50k",
+    "Corianas/256_5epoch",
+    "roneneldan/TinyStories-8M",
+    "lgaalves/gpt2-dolly",
+    "nthngdy/pythia-owt2-70m-100k",
+    "aisquared/dlite-v2-124m",
+    "mncai/SGPT-1.3B-insurance-epoch10",
+    "huggingtweets/gladosystem",
+    "abhiramtirumala/DialoGPT-sarcastic-medium",
+    "MBZUAI/lamini-cerebras-256m",
+    "cerebras/Cerebras-GPT-111M",
+    "uberkie/metharme-1.3b-finetuned",
+    "MBZUAI/lamini-cerebras-111m",
+    "psyche/kogpt",
+    "Corianas/Quokka_256m",
+    "vicgalle/gpt2-alpaca-gpt4",
+    "aisquared/dlite-v1-124m",
+    "Mikivis/xuanxuan",
+    "MBZUAI/LaMini-GPT-124M",
+    "vicgalle/gpt2-alpaca",
+    "huashiyiqike/testmodel",
+    "Corianas/111m",
+    "baseline",
+]

requirements.txt CHANGED Viewed

@@ -19,13 +19,13 @@ ffmpy==0.3.0
 filelock==3.11.0
 fonttools==4.39.3
 frozenlist==1.3.3
-fsspec==2023.4.0
 gradio==3.43.2
 gradio-client==0.5.0
 h11==0.14.0
 httpcore==0.17.0
 httpx==0.24.0
-huggingface-hub==0.16.4
 idna==3.4
 Jinja2==3.1.2
 jsonschema==4.17.3
@@ -60,7 +60,7 @@ sniffio==1.3.0
 starlette==0.26.1
 toolz==0.12.0
 tqdm==4.65.0
-transformers==4.33.1
 typing_extensions==4.5.0
 tzdata==2023.3
 tzlocal==4.3
@@ -69,3 +69,4 @@ urllib3==1.26.15
 uvicorn==0.21.1
 websockets==11.0.1
 yarl==1.8.2

 filelock==3.11.0
 fonttools==4.39.3
 frozenlist==1.3.3
+fsspec==2023.5.0
 gradio==3.43.2
 gradio-client==0.5.0
 h11==0.14.0
 httpcore==0.17.0
 httpx==0.24.0
+huggingface-hub==0.18.0
 idna==3.4
 Jinja2==3.1.2
 jsonschema==4.17.3
 starlette==0.26.1
 toolz==0.12.0
 tqdm==4.65.0
+transformers
 typing_extensions==4.5.0
 tzdata==2023.3
 tzlocal==4.3
 uvicorn==0.21.1
 websockets==11.0.1
 yarl==1.8.2
+hf_transfer==0.1.3

src/display_models/get_model_metadata.py CHANGED Viewed

@@ -1,15 +1,10 @@
 import glob
 import json
 import os
-import re
-import pickle
 from typing import List
-import huggingface_hub
 from huggingface_hub import HfApi
 from tqdm import tqdm
-from transformers import AutoModel, AutoConfig
-from accelerate import init_empty_weights
 from src.display_models.model_metadata_flags import DO_NOT_SUBMIT_MODELS, FLAGGED_MODELS
 from src.display_models.model_metadata_type import MODEL_TYPE_METADATA, ModelType, model_type_from_str
@@ -18,84 +13,8 @@ from src.display_models.utils import AutoEvalColumn, model_hyperlink
 api = HfApi(token=os.environ.get("H4_TOKEN", None))
-def get_model_infos_from_hub(leaderboard_data: List[dict]):
-    # load cache from disk
-    try:
-        with open("model_info_cache.pkl", "rb") as f:
-            model_info_cache = pickle.load(f)
-    except (EOFError, FileNotFoundError):
-        model_info_cache = {}
-    try:
-        with open("model_size_cache.pkl", "rb") as f:
-            model_size_cache = pickle.load(f)
-    except (EOFError, FileNotFoundError):
-        model_size_cache = {}
     for model_data in tqdm(leaderboard_data):
-        model_name = model_data["model_name_for_query"]
-        if model_name in model_info_cache:
-            model_info = model_info_cache[model_name]
-        else:
-            try:
-                model_info = api.model_info(model_name)
-                model_info_cache[model_name] = model_info
-            except huggingface_hub.utils._errors.RepositoryNotFoundError:
-                print("Repo not found!", model_name)
-                model_data[AutoEvalColumn.license.name] = None
-                model_data[AutoEvalColumn.likes.name] = None
-                if model_name not in model_size_cache:
-                    model_size_cache[model_name] = get_model_size(model_name, None)
-                model_data[AutoEvalColumn.params.name] = model_size_cache[model_name]
-        model_data[AutoEvalColumn.license.name] = get_model_license(model_info)
-        model_data[AutoEvalColumn.likes.name] = get_model_likes(model_info)
-        if model_name not in model_size_cache:
-            model_size_cache[model_name] = get_model_size(model_name, model_info)
-        model_data[AutoEvalColumn.params.name] = model_size_cache[model_name]
-    # save cache to disk in pickle format
-    with open("model_info_cache.pkl", "wb") as f:
-        pickle.dump(model_info_cache, f)
-    with open("model_size_cache.pkl", "wb") as f:
-        pickle.dump(model_size_cache, f)
-def get_model_license(model_info):
-    try:
-        return model_info.cardData["license"]
-    except Exception:
-        return "?"
-def get_model_likes(model_info):
-    return model_info.likes
-size_pattern = re.compile(r"(\d\.)?\d+(b|m)")
-def get_model_size(model_name, model_info):
-    # In billions
-    try:
-        return round(model_info.safetensors["total"] / 1e9, 3)
-    except AttributeError:
-        try:
-            config = AutoConfig.from_pretrained(model_name, trust_remote_code=False)
-            with init_empty_weights():
-                model = AutoModel.from_config(config, trust_remote_code=False)
-            return round(sum(p.numel() for p in model.parameters() if p.requires_grad) / 1e9, 3)
-        except (EnvironmentError, ValueError): # model config not found, likely private
-            try:
-                size_match = re.search(size_pattern, model_name.lower())
-                size = size_match.group(0)
-                return round(float(size[:-1]) if size[-1] == "b" else float(size[:-1]) / 1e3, 3)
-            except AttributeError:
-                return 0
-def get_model_type(leaderboard_data: List[dict]):
-    for model_data in leaderboard_data:
         request_files = os.path.join(
             "eval-queue",
             model_data["model_name_for_query"] + "_eval_request_*" + ".json",
@@ -123,6 +42,9 @@ def get_model_type(leaderboard_data: List[dict]):
             model_type = model_type_from_str(request["model_type"])
             model_data[AutoEvalColumn.model_type.name] = model_type.value.name
             model_data[AutoEvalColumn.model_type_symbol.name] = model_type.value.symbol  # + ("🔺" if is_delta else "")
         except Exception:
             if model_data["model_name_for_query"] in MODEL_TYPE_METADATA:
                 model_data[AutoEvalColumn.model_type.name] = MODEL_TYPE_METADATA[
@@ -162,6 +84,5 @@ def remove_forbidden_models(leaderboard_data: List[dict]):
 def apply_metadata(leaderboard_data: List[dict]):
     leaderboard_data = remove_forbidden_models(leaderboard_data)
-    get_model_type(leaderboard_data)
-    get_model_infos_from_hub(leaderboard_data)
     flag_models(leaderboard_data)

 import glob
 import json
 import os
 from typing import List
 from huggingface_hub import HfApi
 from tqdm import tqdm
 from src.display_models.model_metadata_flags import DO_NOT_SUBMIT_MODELS, FLAGGED_MODELS
 from src.display_models.model_metadata_type import MODEL_TYPE_METADATA, ModelType, model_type_from_str
 api = HfApi(token=os.environ.get("H4_TOKEN", None))
+def get_model_metadata(leaderboard_data: List[dict]):
     for model_data in tqdm(leaderboard_data):
         request_files = os.path.join(
             "eval-queue",
             model_data["model_name_for_query"] + "_eval_request_*" + ".json",
             model_type = model_type_from_str(request["model_type"])
             model_data[AutoEvalColumn.model_type.name] = model_type.value.name
             model_data[AutoEvalColumn.model_type_symbol.name] = model_type.value.symbol  # + ("🔺" if is_delta else "")
+            model_data[AutoEvalColumn.license.name] = request["license"]
+            model_data[AutoEvalColumn.likes.name] = request["likes"]
+            model_data[AutoEvalColumn.params.name] = request["params"]
         except Exception:
             if model_data["model_name_for_query"] in MODEL_TYPE_METADATA:
                 model_data[AutoEvalColumn.model_type.name] = MODEL_TYPE_METADATA[
 def apply_metadata(leaderboard_data: List[dict]):
     leaderboard_data = remove_forbidden_models(leaderboard_data)
+    get_model_metadata(leaderboard_data)
     flag_models(leaderboard_data)

src/display_models/model_metadata_type.py CHANGED Viewed

@@ -14,7 +14,7 @@ class ModelType(Enum):
     FT = ModelInfo(name="fine-tuned", symbol="🔶")
     IFT = ModelInfo(name="instruction-tuned", symbol="⭕")
     RL = ModelInfo(name="RL-tuned", symbol="🟦")
-    Unknown = ModelInfo(name="Unknown, add type to request file!", symbol="?")
     def to_str(self, separator=" "):
         return f"{self.value.symbol}{separator}{self.value.name}"

     FT = ModelInfo(name="fine-tuned", symbol="🔶")
     IFT = ModelInfo(name="instruction-tuned", symbol="⭕")
     RL = ModelInfo(name="RL-tuned", symbol="🟦")
+    Unknown = ModelInfo(name="", symbol="?")
     def to_str(self, separator=" "):
         return f"{self.value.symbol}{separator}{self.value.name}"

src/display_models/modelcard_filter.py ADDED Viewed

	@@ -0,0 +1,26 @@

+import huggingface_hub
+from huggingface_hub import ModelCard
+# ht to @Wauplin, thank you for the snippet!
+# See https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard/discussions/317
+def check_model_card(repo_id: str) -> tuple[bool, str]:
+    # Returns operation status, and error message
+    try:
+        card = ModelCard.load(repo_id)
+    except huggingface_hub.utils.EntryNotFoundError:
+        return False, "Please add a model card to your model to explain how you trained/fine-tuned it."
+    # Enforce license metadata
+    if card.data.license is None:
+        if not ("license_name" in card.data and "license_link" in card.data):
+            return False, (
+                "License not found. Please add a license to your model card using the `license` metadata or a"
+                " `license_name`/`license_link` pair."
+            )
+    # Enforce card content
+    if len(card.text) < 200:
+        return False, "Please add a description to your model card, it is too short."
+    return True, ""

src/display_models/read_results.py CHANGED Viewed

@@ -81,6 +81,8 @@ def parse_eval_result(json_filepath: str) -> Tuple[str, list[dict]]:
     model_split = model.split("/", 1)
     precision = config.get("model_dtype")
     model = model_split[-1]
@@ -107,17 +109,17 @@ def parse_eval_result(json_filepath: str) -> Tuple[str, list[dict]]:
                 revision=model_sha,
                 results={benchmark: mean_acc},
                 precision=precision,  # todo model_type=, weight_type=
-                date=config.get("submission_date")
             )
         )
     return result_key, eval_results
-def get_eval_results() -> List[EvalResult]:
     json_filepaths = []
-    for root, dir, files in os.walk("eval-results"):
         # We should only have json files in model results
         if len(files) == 0 or any([not f.endswith(".json") for f in files]):
             continue
@@ -147,7 +149,7 @@ def get_eval_results() -> List[EvalResult]:
     return eval_results
-def get_eval_results_dicts() -> List[Dict]:
-    eval_results = get_eval_results()
     return [e.to_dict() for e in eval_results]

     model_split = model.split("/", 1)
     precision = config.get("model_dtype")
+    if precision == "None":
+        precision = "GPTQ"
     model = model_split[-1]
                 revision=model_sha,
                 results={benchmark: mean_acc},
                 precision=precision,  # todo model_type=, weight_type=
+                date=config.get("submission_date"),
             )
         )
     return result_key, eval_results
+def get_eval_results(results_path: str) -> List[EvalResult]:
     json_filepaths = []
+    for root, dir, files in os.walk(results_path):
         # We should only have json files in model results
         if len(files) == 0 or any([not f.endswith(".json") for f in files]):
             continue
     return eval_results
+def get_eval_results_dicts(results_path: str) -> List[Dict]:
+    eval_results = get_eval_results(results_path)
     return [e.to_dict() for e in eval_results]

src/load_from_hub.py CHANGED Viewed

@@ -1,10 +1,9 @@
 import json
 import os
 import pandas as pd
-from huggingface_hub import Repository
 from transformers import AutoConfig
-from collections import defaultdict
 from src.assets.hardcoded_evals import baseline, gpt4_values, gpt35_values
 from src.display_models.get_model_metadata import apply_metadata
@@ -23,7 +22,8 @@ def get_all_requested_models(requested_models_dir: str) -> set[str]:
         current_depth = root.count(os.sep) - requested_models_dir.count(os.sep)
         if current_depth == depth:
             for file in files:
-                if not file.endswith(".json"): continue
                 with open(os.path.join(root, file), "r") as f:
                     info = json.load(f)
                     file_names.append(f"{info['model']}_{info['revision']}_{info['precision']}")
@@ -37,43 +37,8 @@ def get_all_requested_models(requested_models_dir: str) -> set[str]:
     return set(file_names), users_to_submission_dates
-def load_all_info_from_hub(QUEUE_REPO: str, RESULTS_REPO: str, QUEUE_PATH: str, RESULTS_PATH: str) -> list[Repository]:
-    eval_queue_repo = None
-    eval_results_repo = None
-    requested_models = None
-    print("Pulling evaluation requests and results.")
-    eval_queue_repo = Repository(
-        local_dir=QUEUE_PATH,
-        clone_from=QUEUE_REPO,
-        repo_type="dataset",
-    )
-    eval_queue_repo.git_pull()
-    eval_results_repo = Repository(
-        local_dir=RESULTS_PATH,
-        clone_from=RESULTS_REPO,
-        repo_type="dataset",
-    )
-    eval_results_repo.git_pull()
-    requested_models, users_to_submission_dates = get_all_requested_models("eval-queue")
-    return eval_queue_repo, requested_models, eval_results_repo, users_to_submission_dates
-def get_leaderboard_df(
-    eval_results: Repository, eval_results_private: Repository, cols: list, benchmark_cols: list
-) -> pd.DataFrame:
-    if eval_results:
-        print("Pulling evaluation results for the leaderboard.")
-        eval_results.git_pull()
-    if eval_results_private:
-        print("Pulling evaluation results for the leaderboard.")
-        eval_results_private.git_pull()
-    all_data = get_eval_results_dicts()
     if not IS_PUBLIC:
         all_data.append(gpt4_values)
@@ -91,16 +56,7 @@ def get_leaderboard_df(
     return df
-def get_evaluation_queue_df(
-    eval_queue: Repository, eval_queue_private: Repository, save_path: str, cols: list
-) -> list[pd.DataFrame]:
-    if eval_queue:
-        print("Pulling changes for the evaluation queue.")
-        eval_queue.git_pull()
-    if eval_queue_private:
-        print("Pulling changes for the evaluation queue.")
-        eval_queue_private.git_pull()
     entries = [entry for entry in os.listdir(save_path) if not entry.startswith(".")]
     all_evals = []
@@ -146,6 +102,5 @@ def is_model_on_hub(model_name: str, revision: str) -> bool:
             "needs to be launched with `trust_remote_code=True`. For safety reason, we do not allow these models to be automatically submitted to the leaderboard.",
         )
-    except Exception as e:
-        print(f"Could not get the model config from the hub.: {e}")
         return False, "was not found on hub!"

 import json
 import os
+from collections import defaultdict
 import pandas as pd
 from transformers import AutoConfig
 from src.assets.hardcoded_evals import baseline, gpt4_values, gpt35_values
 from src.display_models.get_model_metadata import apply_metadata
         current_depth = root.count(os.sep) - requested_models_dir.count(os.sep)
         if current_depth == depth:
             for file in files:
+                if not file.endswith(".json"):
+                    continue
                 with open(os.path.join(root, file), "r") as f:
                     info = json.load(f)
                     file_names.append(f"{info['model']}_{info['revision']}_{info['precision']}")
     return set(file_names), users_to_submission_dates
+def get_leaderboard_df(results_path: str, cols: list, benchmark_cols: list) -> pd.DataFrame:
+    all_data = get_eval_results_dicts(results_path)
     if not IS_PUBLIC:
         all_data.append(gpt4_values)
     return df
+def get_evaluation_queue_df(save_path: str, cols: list) -> list[pd.DataFrame]:
     entries = [entry for entry in os.listdir(save_path) if not entry.startswith(".")]
     all_evals = []
             "needs to be launched with `trust_remote_code=True`. For safety reason, we do not allow these models to be automatically submitted to the leaderboard.",
         )
+    except Exception:
         return False, "was not found on hub!"

src/manage_collections.py ADDED Viewed

	@@ -0,0 +1,66 @@

+import os
+import pandas as pd
+from pandas import DataFrame
+from huggingface_hub import get_collection, add_collection_item, delete_collection_item
+from huggingface_hub.utils._errors import HfHubHTTPError
+from src.display_models.model_metadata_type import ModelType
+from src.display_models.utils import AutoEvalColumn
+H4_TOKEN = os.environ.get("H4_TOKEN", None)
+path_to_collection = "open-llm-leaderboard/llm-leaderboard-best-models-652d6c7965a4619fb5c27a03"
+intervals = {
+    "1B": pd.Interval(0, 1.5, closed="right"),
+    "3B": pd.Interval(2.5, 3.5, closed="neither"),
+    "7B": pd.Interval(6, 8, closed="neither"),
+    "13B": pd.Interval(10, 14, closed="neither"),
+    "30B":pd.Interval(25, 35, closed="neither"),
+    "65B": pd.Interval(60, 70, closed="neither"),
+}
+def update_collections(df: DataFrame):
+    """This function updates the Open LLM Leaderboard model collection with the latest best models for
+    each size category and type.
+    """
+    params_column = pd.to_numeric(df[AutoEvalColumn.params.name], errors="coerce")
+    cur_best_models = []
+    for type in ModelType:
+        if type.value.name == "": continue
+        for size in intervals:
+            # We filter the df to gather the relevant models
+            type_emoji = [t[0] for t in type.value.symbol]
+            filtered_df = df[df[AutoEvalColumn.model_type_symbol.name].isin(type_emoji)]
+            numeric_interval = pd.IntervalIndex([intervals[size]])
+            mask = params_column.apply(lambda x: any(numeric_interval.contains(x)))
+            filtered_df = filtered_df.loc[mask]
+            best_models = list(filtered_df.sort_values(AutoEvalColumn.average.name, ascending=False)[AutoEvalColumn.dummy.name])
+            print(type.value.symbol, size, best_models[:10])
+            # We add them one by one to the leaderboard
+            for model in best_models:
+                # We can use collection = get_collection to grab the id of the last item, then place it where we want using update_collection but it's costly...
+                # We could also remove exists_ok to update the note to include the date of apparition of the model for ex.
+                try:
+                    add_collection_item(
+                        path_to_collection,
+                        item_id=model,
+                        item_type="model",
+                        exists_ok=True,
+                        note=f"Best {type.to_str(' ')} model of around {size} on the leaderboard today!",
+                        token=H4_TOKEN
+                    )
+                    cur_best_models.append(model)
+                    break
+                except HfHubHTTPError:
+                    continue
+    collection = get_collection(path_to_collection, token=H4_TOKEN)
+    for item in collection.items:
+        if item.item_id not in cur_best_models:
+            delete_collection_item(collection_slug=path_to_collection, item_object_id=item.item_object_id, token=H4_TOKEN)

src/rate_limiting.py CHANGED Viewed

@@ -1,5 +1,4 @@
-from datetime import datetime, timezone, timedelta
 def user_submission_permission(submission_name, users_to_submission_dates, rate_limit_period):
@@ -12,5 +11,3 @@ def user_submission_permission(submission_name, users_to_submission_dates, rate_
     submissions_after_timelimit = [d for d in submission_dates if d > time_limit]
     return len(submissions_after_timelimit)

+from datetime import datetime, timedelta, timezone
 def user_submission_permission(submission_name, users_to_submission_dates, rate_limit_period):
     submissions_after_timelimit = [d for d in submission_dates if d > time_limit]
     return len(submissions_after_timelimit)