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 • 659 • 50Note currently #1 with error rate of 0.353
deepseek-ai/deepseek-coder-1.3b-base
Text Generation • Updated • 15.9k • 111Note # previous #1 error rate 0.38
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stabilityai/stable-code-3b
Text Generation • 3B • Updated • 5.63k • 663 -
bigcode/starcoder2-7b
Text Generation • 7B • Updated • 10.9k • 217 -
bigcode/starcoder2-3b
Text Generation • 3B • Updated • 168k • 219
Vipitis/santacoder-finetuned-Shadertoys-fine
Text Generation • 1B • Updated • 12Note 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 • 29.8k • • 3.37k -
google/codegemma-2b
Text Generation • 3B • Updated • 31.4k • • 101
Vipitis/santacoder-finetuned-Shadertoys
Text Generation • 1B • Updated • 9 • 2Note likely contaminated
Deci/DeciCoder-1b
Text Generation • 1B • Updated • 213 • 248Note 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 • 128k • • 1.2k
Salesforce/codegen2-1B_P
Text Generation • Updated • 828 • 41Note needs rerun with incomplete_generation tag
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Vipitis/santacoder-finetuned-the-stack-glsl
Text Generation • 1B • Updated • 7 • 2 -
microsoft/phi-1_5
Text Generation • 1B • Updated • 54.8k • • 1.36k -
microsoft/phi-1
Text Generation • 1B • Updated • 15.1k • • 222
microsoft/phi-2
Text Generation • 3B • Updated • 788k • • 3.48kNote 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 • 463 • 258 -
deepseek-ai/deepseek-coder-5.7bmqa-base
Text Generation • Updated • 242 • 10 -
deepseek-ai/deepseek-coder-6.7b-base
Text Generation • 7B • Updated • 45.7k • 124 -
bigcode/gpt_bigcode-santacoder
Text Generation • 1B • Updated • 45.4k • 27 -
bigcode/starcoderbase
Text Generation • Updated • 1.39k • 418 -
google/codegemma-7b
Text Generation • 9B • Updated • 2.81k • 220 -
aiXcoder/aixcoder-7b-base
Text Generation • 7B • Updated • 129 • 55 -
Qwen/CodeQwen1.5-7B
Text Generation • 7B • Updated • 2.09k • 104 -
ibm-granite/granite-3b-code-base-2k
Text Generation • 3B • Updated • 8.11k • 38 -
mistralai/Codestral-22B-v0.1
22B • Updated • 12.2k • 1.34k -
deepseek-ai/DeepSeek-Coder-V2-Lite-Base
Text Generation • 16B • Updated • 6.58k • 114 -
Salesforce/codet5p-2b
Updated • 98 • 34 -
facebook/llm-compiler-7b
Text Generation • Updated • 595 • 142 -
meta-llama/Llama-3.1-8B
Text Generation • 8B • Updated • 1.53M • • 2.3k -
meta-llama/CodeLlama-7b-hf
Text Generation • Updated • 887 • 127 -
01-ai/Yi-Coder-9B
Text Generation • 9B • Updated • 8.32k • 45 -
Qwen/Qwen2.5-Coder-1.5B
Text Generation • 2B • Updated • 207k • • 94 -
Qwen/Qwen2.5-Coder-7B
Text Generation • 8B • Updated • 433k • • 155 -
infly/OpenCoder-1.5B-Base
Text Generation • 2B • Updated • 1.12k • 25 -
Qwen/Qwen2.5-Coder-0.5B
Text Generation • 0.5B • Updated • 49.6k • • 57