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CodeLlama 13B Python Hf by codellama

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  Arxiv:2308.12950   Autotrain compatible   Code   Codegen   Endpoints compatible   Llama   Llama2   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama 13B Python Hf Benchmarks

ARC: 32.59 vs 96.7 (so35)-66.3%
HellaSwag: 43.94 vs 95.3 (gpt4)-53.9%
MMLU: 27.23 vs 88.3 (so35)-69.2%
TruthfulQA: 44.59 vs 59 (gpt4)-24.4%
WinoGrande: 65.04 vs 87.5 (gpt4)-25.7%
GSM8K: 8.64 vs 96.4 (so35)-91%
HumanEvalA: 28.67
Python Eva: 42.89 vs 92 (so35)-53.4%
Java Eval: 33.56
Javascript: 40.66
CPP Eval: 36.21
PHP Eval: 34.55
Julia Eval: 30.4
D Eval: 9.82
Lua Eval: 29.9
R Eval: 18.35
Racket Eva: 12.51
Rust Eval: 29.32
Swift Eval: 25.85
LLME Score: 0.21106
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 13B Python Hf Parameters and Internals

LLM NameCodeLlama 13B Python Hf
Repository 🤗https://huggingface.co/codellama/CodeLlama-13b-Python-hf 
Model Size13b
Required VRAM26 GB
Updated2024-09-16
Maintainercodellama
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.5 GB: 3-of-3
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0.dev0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
CodeLlama 13B Python Hf (codellama/CodeLlama-13b-Python-hf)

Quantized Models of the CodeLlama 13B Python Hf

Model
Likes
Downloads
VRAM
CodeLlama 13B Python Fp1625143726 GB

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Note: green Score (e.g. "73.2") means that the model is better than codellama/CodeLlama-13b-Python-hf.

Rank the CodeLlama 13B Python Hf Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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