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CodeLlama 70B Instruct 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   Conversational   Instruct   Llama   Llama2   Quantized   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama 70B Instruct AWQ Benchmarks

LLME Score: 0.23947
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 70B Instruct AWQ Parameters and Internals

LLM NameCodeLlama 70B Instruct AWQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-70B-Instruct-AWQ 
Model NameCodellama 70B Instruct
Model CreatorCode Llama
Base Model(s)  CodeLlama 70B Instruct Hf   codellama/CodeLlama-70b-Instruct-hf
Model Size70b
Required VRAM36.6 GB
Updated2024-09-07
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
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 Instruct AWQ (TheBloke/CodeLlama-70B-Instruct-AWQ)

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...70B Instruct Nf4 Fp16 Upscaled4K / 138.7 GB3822
...Llama 70B Instruct Hf 4bit MLX4K / 39.1 GB425
...70B Instruct Hf 5.0bpw H6 EXL22K / 43.6 GB346
...0B Instruct Hf 2.65bpw H6 EXL22K / 23.4 GB333
...70B Instruct Hf 4.0bpw H6 EXL22K / 35.1 GB381
...70B Instruct Hf 2.4bpw H6 EXL22K / 21.3 GB311
CodeLlama 70B Instruct Hf4K / 72.3 GB6383203
Code Llama 70B Python Instruct4K / 138.1 GB661
CodeLlama 70B Instruct Hf4K / 72.3 GB4477
CodeLlama 70B Instruct Hf GGUF4K / 25.5 GB1872
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-70B-Instruct-AWQ.

Rank the CodeLlama 70B Instruct AWQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v2024072803
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