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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
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-70B-Instruct-AWQ 

CodeLlama 70B Instruct AWQ Benchmarks

LLME Score: 0.17513
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 (TheBloke/CodeLlama-70B-Instruct-AWQ)

CodeLlama 70B Instruct AWQ Parameters and Internals

Model Type 
Instruct, text generation
Use Cases 
Areas:
commercial, research
Applications:
code synthesis, code understanding, code assistant, generation applications
Limitations:
use in languages other than English, use that violates laws or regulations
Additional Notes 
Note: Use of this model is governed by the Meta license. Future versions will be improved based on community feedback.
Training Details 
Context Length:
16000
Hardware Used:
A100-80GB GPUs
Model Architecture:
auto-regressive language model utilizing an optimized transformer architecture.
Input Output 
Output Format:
text
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
Updated2024-12-22
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

Best Alternatives to CodeLlama 70B Instruct AWQ

Best Alternatives
Context / RAM
Downloads
Likes
...70B Instruct Nf4 Fp16 Upscaled4K / 138.7 GB4092
...Llama 70B Instruct Hf 4bit MLX4K / 39.1 GB2425
...70B Instruct Hf 5.0bpw H6 EXL22K / 43.6 GB76
...0B Instruct Hf 2.65bpw H6 EXL22K / 23.4 GB93
...70B Instruct Hf 2.4bpw H6 EXL22K / 21.3 GB101
...70B Instruct Hf 4.0bpw H6 EXL22K / 35.1 GB121
CodeLlama 70B Instruct Hf4K / 72.3 GB4291204
Code Llama 70B Python Instruct4K / 138.1 GB821
CodeLlama 70B Instruct Hf4K / 72.3 GB28616
CodeLlama 70B Instruct Neuron4K /  GB4251
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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