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 • 7B • Updated • 1.19k • 65Note currently #1 with error rate of 0.353
deepseek-ai/deepseek-coder-1.3b-base
Text Generation • Updated • 16.8k • 136Note # previous #1 error rate 0.38
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stabilityai/stable-code-3b
Text Generation • 3B • Updated • 6.27k • 670 -
bigcode/starcoder2-7b
Text Generation • 7B • Updated • 28k • 226 -
bigcode/starcoder2-3b
Text Generation • 3B • Updated • 35.6k • 227
Vipitis/santacoder-finetuned-Shadertoys-fine
Text Generation • 1B • Updated • 90Note has noteable difference between fp16 and fp32, will need to run bf16 likely contaminated
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google/gemma-7b
Text Generation • 9B • Updated • 206k • • 3.47k -
google/codegemma-2b
Text Generation • 3B • Updated • 2.49k • • 102
Vipitis/santacoder-finetuned-Shadertoys
Text Generation • 1B • Updated • 70 • 2Note likely contaminated
Deci/DeciCoder-1b
Text Generation • 1B • Updated • 445 • 247Note current result is not fully correct, need to rerun model - however I don't know a transformers version that runs without errors
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google/gemma-2b
Text Generation • 3B • Updated • 76.9k • • 1.27k
Salesforce/codegen2-1B_P
Text Generation • Updated • 1.1k • 42Note needs rerun with incomplete_generation tag
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Vipitis/santacoder-finetuned-the-stack-glsl
Text Generation • 1B • Updated • 132 • 2 -
microsoft/phi-1_5
Text Generation • 1B • Updated • 50.9k • • 1.37k -
microsoft/phi-1
Text Generation • 1B • Updated • 9.29k • • 227
microsoft/phi-2
Text Generation • 3B • Updated • 183k • • 3.54kNote performs the worst with error rate of 0.79
ShaderMatch
🚀11code completion benchmark for GLSL shadercode
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
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zai-org/codegeex2-6b
Updated • 460 • 259 -
deepseek-ai/deepseek-coder-5.7bmqa-base
Text Generation • Updated • 1.54k • 24 -
deepseek-ai/deepseek-coder-6.7b-base
Text Generation • 7B • Updated • 57.3k • 149 -
bigcode/gpt_bigcode-santacoder
Text Generation • 1B • Updated • 6.4k • 28 -
bigcode/starcoderbase
Text Generation • Updated • 82 • 420 -
google/codegemma-7b
Text Generation • 9B • Updated • 3.09k • 226 -
aiXcoder/aixcoder-7b-base
Text Generation • 7B • Updated • 773 • 56 -
Qwen/CodeQwen1.5-7B
Text Generation • 7B • Updated • 973 • 112 -
ibm-granite/granite-3b-code-base-2k
Text Generation • 3B • Updated • 40.2k • 38 -
mistralai/Codestral-22B-v0.1
22B • Updated • 3.96k • 1.36k -
deepseek-ai/DeepSeek-Coder-V2-Lite-Base
Text Generation • 16B • Updated • 7.55k • 149 -
Salesforce/codet5p-2b
Updated • 370 • 34 -
facebook/llm-compiler-7b
Text Generation • Updated • 128 • 146 -
meta-llama/Llama-3.1-8B
Text Generation • 8B • Updated • 455k • • 2.8k -
meta-llama/CodeLlama-7b-hf
Text Generation • 7B • Updated • 132 • 129 -
01-ai/Yi-Coder-9B
Text Generation • 9B • Updated • 10.5k • 46 -
Qwen/Qwen2.5-Coder-1.5B
Text Generation • 2B • Updated • 388k • • 136 -
Qwen/Qwen2.5-Coder-7B
Text Generation • 8B • Updated • 334k • • 201 -
infly/OpenCoder-1.5B-Base
Text Generation • 2B • Updated • 298 • 25 -
Qwen/Qwen2.5-Coder-0.5B
Text Generation • 0.5B • Updated • 25.9k • • 72