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models to evaluate
collecting models I want to evaluate on shadereval-task2: https://github.com/bigcode-project/bigcode-evaluation-harness/pull/173 at fp16!!
Text Generation • Updated • 1.62k • 43Note currently #1 with error rate of 0.353
deepseek-ai/deepseek-coder-1.3b-base
Text Generation • Updated • 69.4k • • 85Note # previous #1 error rate 0.38
stabilityai/stable-code-3b
Text Generation • Updated • 5.49k • 639bigcode/starcoder2-7b
Text Generation • Updated • 38.3k • 170bigcode/starcoder2-3b
Text Generation • Updated • 1.34M • • 166
Vipitis/santacoder-finetuned-Shadertoys-fine
Text Generation • Updated • 30Note has noteable difference between fp16 and fp32, will need to run bf16 likely contaminated
google/gemma-7b
Text Generation • Updated • 53.3k • • 3.12kgoogle/codegemma-2b
Text Generation • Updated • 4.59k • • 78
Vipitis/santacoder-finetuned-Shadertoys
Text Generation • Updated • 46 • 2Note likely contaminated
Deci/DeciCoder-1b
Text Generation • Updated • 3.49k • 246Note current result is not fully correct, need to rerun model - however I don't know a transformers version that runs without errors
google/gemma-2b
Text Generation • Updated • 264k • • 974
Salesforce/codegen2-1B_P
Text Generation • Updated • 1.19k • 38Note needs rerun with incomplete_generation tag
Vipitis/santacoder-finetuned-the-stack-glsl
Text Generation • Updated • 212 • 2microsoft/phi-1_5
Text Generation • Updated • 114k • • 1.33kmicrosoft/phi-1
Text Generation • Updated • 5.04k • • 211
microsoft/phi-2
Text Generation • Updated • 506k • • 3.28kNote performs the worst with error rate of 0.79
8ShaderMatch
🚀Note this space holds the evaluation metric that is used. It also has a usually up to date leaderboard. check for updates: https://huggingface.co/spaces/Vipitis/shadermatch/blob/main/result_preview.png
THUDM/codegeex2-6b
Updated • 192 • 253deepseek-ai/deepseek-coder-5.7bmqa-base
Text Generation • Updated • 589 • 8deepseek-ai/deepseek-coder-6.7b-base
Text Generation • Updated • 38k • 100bigcode/gpt_bigcode-santacoder
Text Generation • Updated • 53k • 25bigcode/starcoderbase
Text Generation • Updated • 1.55k • 400google/codegemma-7b
Text Generation • Updated • 2.75k • 178aiXcoder/aixcoder-7b-base
Text Generation • Updated • 114 • 52Qwen/CodeQwen1.5-7B
Text Generation • Updated • 2.05k • 95ibm-granite/granite-3b-code-base-2k
Text Generation • Updated • 7.34k • 37mistralai/Codestral-22B-v0.1
Text Generation • Updated • 16.9k • 1.22kdeepseek-ai/DeepSeek-Coder-V2-Lite-Base
Text Generation • Updated • 98.1k • 75Salesforce/codet5p-2b
Text2Text Generation • Updated • 1.21k • 33facebook/llm-compiler-7b
Text Generation • Updated • 1.81k • 131meta-llama/Llama-3.1-8B
Text Generation • Updated • 1.3M • 1.44kmeta-llama/CodeLlama-7b-hf
Text Generation • Updated • 19k • 8601-ai/Yi-Coder-9B
Text Generation • Updated • 6.59k • 40Qwen/Qwen2.5-Coder-1.5B
Text Generation • Updated • 10.5k • • 48Qwen/Qwen2.5-Coder-7B
Text Generation • Updated • 51.8k • • 94infly/OpenCoder-1.5B-Base
Text Generation • Updated • 14.4k • 20Qwen/Qwen2.5-Coder-0.5B
Text Generation • Updated • 23.9k • • 25