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CodeLlama 70B Instruct Hf by codellama

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

CodeLlama 70B Instruct Hf Benchmarks

ARC: 55.03-42.9%
HellaSwag: 77.24-19%
MMLU: 56.4-34.8%
TruthfulQA: 50.44-14.5%
WinoGrande: 74.51-14.8%
GSM8K: 46.25-49.7%
HumanEval AVG: 42.640%
Python Eval: 75.612.8%
Java Eval: 47.20%
Javascript Eval: 57.760%
CPP Eval: 48.450%
PHP Eval: 57.140%
Julia Eval: 42.240%
D Eval: 19.880%
Lua Eval: 44.10%
R Eval: 29.190%
Rust Eval: 47.20%
Swift Eval: 42.860%
nn.n% — How the model compares to the GPT-4.

CodeLlama 70B Instruct Hf Parameters and Internals

LLM NameCodeLlama 70B Instruct Hf
RepositoryOpen on 🤗 
Model Size70b
Required VRAM72.3 GB
Updated2024-07-27
Maintainercodellama
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29   4.7 GB: 16-of-29   4.7 GB: 17-of-29   5.0 GB: 18-of-29   5.0 GB: 19-of-29   4.7 GB: 20-of-29   4.7 GB: 21-of-29   4.7 GB: 22-of-29   5.0 GB: 23-of-29   5.0 GB: 24-of-29   4.7 GB: 25-of-29   4.7 GB: 26-of-29   4.7 GB: 27-of-29   5.0 GB: 28-of-29   3.8 GB: 29-of-29   4.7 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29
Supported Languagescode
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.1
Vocabulary Size32016
Torch Data Typebfloat16
CodeLlama 70B Instruct Hf (codellama/CodeLlama-70b-Instruct-hf)

Quantized Models of the CodeLlama 70B Instruct Hf

Model
Likes
Downloads
VRAM
CodeLlama 70B Instruct GGUF52324425 GB
CodeLlama 70B Instruct Hf GGUF228025 GB
CodeLlama 70B Instruct AWQ1116836 GB
CodeLlama 70B Instruct GPTQ113835 GB

Best Alternatives to CodeLlama 70B Instruct Hf

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Code Llama 70B Python Instruct0.34K / 138.1 GB3101
CodeLlama 70B Instruct Hf0.24K / 72.3 GB4477
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BigCodeLlama 92B0.22K / 184 GB3020
...70B Instruct Nf4 Fp16 Upscaled0.24K / 138.7 GB2342
...Llama 70B Instruct Hf 4bit MLX0.24K / 39.1 GB1025
...70B Instruct Hf 5.0bpw H6 EXL20.22K / 43.6 GB115
...0B Instruct Hf 2.65bpw H6 EXL20.22K / 23.4 GB63
...70B Instruct Hf 2.4bpw H6 EXL20.22K / 21.3 GB101
...70B Instruct Hf 4.0bpw H6 EXL20.22K / 35.1 GB121

Rank the CodeLlama 70B Instruct Hf Capabilities

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Instruction Following and Task Automation  
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Release v2024072501
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