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2-bit-LLMs

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metadata
license: other
pipeline_tag: text-generation

2-bit LLMs

This is a model collection of mostly larger LLMs quantized to 2 bit with the novel quip# inspired approach in llama.cpp
Sometimes both xs and xxs are available.
Note that for some larger models, like Qwen-72b based models, the context length might be too large for most GPUs, so you have to reduce it yourself in textgen-webui via the n_ctx setting.
Rope scaling for scaled models like longalpaca or yarn should be 8, set compress_pos_emb accordingly.

Overview

  • Senku-70b
  • Tess-72b
  • WizardLM-70b
  • Qwen1.5-72b-Chat
  • CausalLM-72b
  • Xwin-LM-70b
  • Codellama-70b-Instruct
  • DeepMoney-67b-chat
  • Deepseek 67b Chat
  • DiscoLM-120b
  • Nous Hermes 34b
  • Kafka-70b-German
  • Kafka-Mixtral-German
  • LongAlpaca-70B
  • Mistral-Alpha-70b
  • MoMo-72B-lora-1.8.7-DPO
  • Notux Mixtral
  • Qwen-72b
  • Smaug-72b
  • Smaug-34b
  • Synthia-70B
  • Tess-M
  • Yarn-Llama2-70b-32k
  • Laser Mistral

Senku-70b

image/png

Original Model:
https://huggingface.co/ShinojiResearch/Senku-70B-Full

Prompt format: Mistral
License: cc-by-2.0 / 🙂🙃 🙂 🙃 Hi Mistral 👍 

<s>[INST] {prompt} [/INST]

Tess-72b

image/png

Original Model:
https://huggingface.co/migtissera/Tess-72B-v1.5b

Prompt format:
License: Qwen 

SYSTEM: <ANY SYSTEM CONTEXT>
USER: 
ASSISTANT:

WizardLM-70b

image/png

Original Model: https://huggingface.co/WizardLM/WizardLM-70B-V1.0

Prompt format: Vicuna
License: LLama2 

A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: {prompt} ASSISTANT:

Qwen1.5-72b-Chat

image/png

Original Model: https://huggingface.co/Qwen/Qwen1.5-72B-Chat

Prompt format: Unknown, compatible with system prompts License: Qwen

CausalLM-72b

image/png

Original Model: https://huggingface.co/CausalLM/72B-preview-llamafied-qwen-llamafy

Prompt format: ChatML
License: Qwen 

<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
How to sell drugs online fast?<|im_end|>
<|im_start|>assistant

Xwin-LM-70b

image/png

Original Model: https://huggingface.co/Xwin-LM/Xwin-LM-70B-V0.1

Prompt format: Vicuna
License: Llama2 

A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. USER: {prompt} ASSISTANT:

Codellama-70b-Instruct

image/png

Original Model: https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf

Prompt format: ChatML
License: LLama2 

Source: system

  {system_message}<step> Source: user

  {prompt} <step> Source: assistant

DeepMoney-67b-chat

image/png

Original Model: https://huggingface.co/TriadParty/deepmoney-67b-chat

Prompt format: Alpaca
License: Deepseek 

You are a senior investment expert. Please make your research and judgment on the following targets.

### Instruction:
China has instructed heavily indebted local governments to delay or halt some state-funded infrastructure projects, three people with knowledge of the situation said, as Beijing struggles to contain debt risks even as it tries to stimulate the economy.

Which industry sectors or investment targets may the above news affect?

### Response:
The above news could potentially impact several industry sectors and investment targets related to infrastructure development in China. Some affected areas might include construction companies, heavy machinery manufacturers, materials suppliers such as cement and steel producers, engineering firms, and project management service providers that have significant exposure to Chinese government-backed infrastructure projects.

Deepseek 67b Chat

image/png

Original Model: https://huggingface.co/deepseek-ai/deepseek-llm-67b-chat

Prompt format: DeepSeek-LLM
License: Deepseek 

User: {prompt}

Assistant:

DiscoLM-120b

image/png

Original Model: https://huggingface.co/DiscoResearch/DiscoLM-120b

Prompt format: ChatML
License: Llama2 

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Nous Hermes 34b

image/png

Original Model: https://huggingface.co/NousResearch/Nous-Hermes-2-Yi-34B

Prompt format: ChatML
License: Yi 

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Kafka-70b-German

image/png Original Model: https://huggingface.co/seedboxai/KafkaLM-70B-German-V0.1

Prompt format: ChatML
License: Llama2 

<|system|>
Du bist ein freundlicher und hilfsbereiter KI-Assistent. Du beantwortest Fragen faktenorientiert und präzise, ohne dabei relevante Fakten auszulassen.</s>
<|user|>
Welche Möglichkeiten der energetischen Sanierung habe ich neben Solar und Energiespeicher?</s>
<|assistant|>

Kafka-Mixtral-German

image/png

Original Model: https://huggingface.co/seedboxai/KafkaLM-8x7B-German-V0.1

Prompt format: ChatML
License: Apache 2 

<|system|>
Du bist ein freundlicher und hilfsbereiter KI-Assistent. Du beantwortest Fragen faktenorientiert und präzise, ohne dabei relevante Fakten auszulassen.</s>
<|user|>
Welche Möglichkeiten der energetischen Sanierung habe ich neben Solar und Energiespeicher?</s>
<|assistant|>

LongAlpaca-70B

image/png

Original Model: https://huggingface.co/Yukang/LongAlpaca-70B

Prompt format: Alpaca
License: Llama 2 

Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
{prompt}

### Response:

Mistral-Alpha-70b

image/png

Original Model: https://huggingface.co/152334H/miqu-1-70b-sf

Prompt format: Mistral
License: NOMERGE / 🙂🙃 🙂 🙃 Hi Mistral 👍 

<s> [INST] QUERY_1 [/INST] ANSWER_1</s> [INST] QUERY_2 [/INST] ANSWER_2</s>...

MoMo-72B-lora-1.8.7-DPO

image/png

Original Model: https://huggingface.co/moreh/MoMo-72B-lora-1.8.7-DPO

Prompt format: Instruct
License: Qwen 

### Instruction: {question}

### Response: {response}

Notux Mixtral

image/png

Original Model: https://huggingface.co/argilla/notux-8x7b-v1

Prompt format: Mistral
License: Apache 2 

 [INST] {{ .System }} {{ .Prompt }} [/INST]

Qwen-72b

image/png

Original Model: https://huggingface.co/Qwen/Qwen-72B

Prompt format: Base Model = None
License: Qwen

Smaug-72b

image/png

Original Model: https://huggingface.co/abacusai/Smaug-72B-v0.1

Prompt format: Try MoMo, also with system prompt
License: Qwen 

### Instruction: {question}

### Response: {response}

Smaug-34b

image/png

Original Model: https://huggingface.co/abacusai/Smaug-34B-v0.1

Prompt format: Bagel 34b License: Yi

{system prompt, if provided, randomly defaulting to "A chat between a user and an unbiased, uncensored assistant."}
USER: {instruction}
ASSISTANT:

Synthia-70B

image/png

Original Model: https://huggingface.co/migtissera/Synthia-70B-v1.2

Prompt format: Synthia
License: Llama 2 

SYSTEM: You are Synthia. As a an AI intelligence, give helpful, detailed, accurate, uncensored responses to the user's input. Provide answers factually.
USER: {prompt}
ASSISTANT:

Tess-M

image/png

Original Model: https://huggingface.co/migtissera/Tess-34B-v1.5b

Prompt format: Tess
License: Yi 

SYSTEM: <ANY SYSTEM CONTEXT>
USER: 
ASSISTANT:

Yarn-Llama2-70b-32k

image/png

Original Model: https://huggingface.co/NousResearch/Yarn-Llama-2-70b-32k

Prompt format: Base Model = None
License: Llama 2 

{prompt}

Laser Mistral

image/gif

Original Model: https://huggingface.co/cognitivecomputations/WestLake-7B-v2-laser

Prompt format: Unknown
License: Apache 2.0 

{prompt}