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CodeLlama 70B Python AWQ by TheBloke

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  Arxiv:2308.12950   4-bit   Autotrain compatible   Awq Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Llama   Llama2   Quantized   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama 70B Python AWQ Benchmarks

LLME Score: 0.19285
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 70B Python AWQ Parameters and Internals

LLM NameCodeLlama 70B Python AWQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-70B-Python-AWQ 
Model NameCodeLlama 70B Python
Model CreatorCode Llama
Base Model(s)  CodeLlama 70B Python Hf   codellama/CodeLlama-70b-Python-hf
Model Size70b
Required VRAM36.6 GB
Updated2024-09-16
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   6.9 GB: 4-of-4
Supported Languagescode
AWQ QuantizationYes
Quantization Typeawq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32016
Torch Data Typefloat16
CodeLlama 70B Python AWQ (TheBloke/CodeLlama-70B-Python-AWQ)

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CodeLlama 70B Hf AWQ16K / 36.6 GB254
CodeLlama 70B Instruct AWQ4K / 36.6 GB530312
...rpreter CL 70B 4.65bpw H6 EXL216K / 40.6 GB221
CodeLlama 70B Hf 4bit MLX16K / 39.1 GB512
...odeLlama 70B Hf 2.4bpw H6 EXL216K / 21.3 GB371
...odeLlama 70B Hf 4.0bpw H6 EXL216K / 35 GB341
CodeLLaMA 70B Hf Fp1616K / 138.7 GB162
...70B Instruct Nf4 Fp16 Upscaled4K / 138.7 GB2442
...Llama 70B Instruct Hf 4bit MLX4K / 39.1 GB425
...deLlama 70B Python Hf 4bit MLX4K / 39.1 GB311
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-70B-Python-AWQ.

Rank the CodeLlama 70B Python AWQ Capabilities

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Release v2024072803
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