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Code Llama 70B Python Instruct by NobodyExistsOnTheInternet

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:codellama/codellama... Base model:codellama/codellama... Base model:meta-llama/llama-2-...   Codegen   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow

Code Llama 70B Python Instruct Benchmarks

ARC: 29.61 vs 96.7 (so35)-69.4%
HellaSwag: 25.66 vs 95.3 (gpt4)-73.1%
MMLU: 23.5 vs 88.3 (so35)-73.4%
TruthfulQA: 49.26 vs 59 (gpt4)-16.5%
WinoGrande: 49.25 vs 87.5 (gpt4)-43.7%
LLME Score: 0.24194
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Code Llama 70B Python Instruct Parameters and Internals

LLM NameCode Llama 70B Python Instruct
Repository 🤗https://huggingface.co/NobodyExistsOnTheInternet/code-llama-70b-python-instruct 
Base Model(s)  Llama 2 70B Hf   CodeLlama 70B Python Hf   CodeLlama 70B Instruct Hf   meta-llama/Llama-2-70b-hf   codellama/CodeLlama-70b-Python-hf   codellama/CodeLlama-70b-Instruct-hf
Merged ModelYes
Model Size70b
Required VRAM138.1 GB
Updated2024-09-07
MaintainerNobodyExistsOnTheInternet
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-15   10.0 GB: 2-of-15   9.8 GB: 3-of-15   9.7 GB: 4-of-15   9.6 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.6 GB: 14-of-15   0.8 GB: 15-of-15
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Code Llama 70B Python Instruct (NobodyExistsOnTheInternet/code-llama-70b-python-instruct)

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Note: green Score (e.g. "73.2") means that the model is better than NobodyExistsOnTheInternet/code-llama-70b-python-instruct.

Rank the Code Llama 70B Python Instruct Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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