Llama2 7B Chat CodeCherryPop QLoRA AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq Base model:quantized:tokenbend... Base model:tokenbender/llama2-...   Llama   Quantized   Region:us   Safetensors

Llama2 7B Chat CodeCherryPop QLoRA AWQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 7B Chat CodeCherryPop QLoRA AWQ (TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-AWQ)
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Llama2 7B Chat CodeCherryPop QLoRA AWQ Parameters and Internals

Model Type 
llama
Additional Notes 
This is a llama2 7B HF chat model fine-tuned on 122k code instructions. In my early experiments it seems to be doing very well. It's a bottom of the barrel model ๐Ÿ˜‚ but after quantization it can be valuable for sure. It definitely proves that a 7B can be useful for boilerplate code stuff though.
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
LLM NameLlama2 7B Chat CodeCherryPop QLoRA AWQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-AWQ 
Model NameLlama-2-7B-Chat Code Cherry Pop
Model CreatorTokenBender
Base Model(s)  ... Hf CodeCherryPop QLoRA Merged   TokenBender/llama2-7b-chat-hf-codeCherryPop-qLoRA-merged
Model Size7b
Required VRAM3.9 GB
Updated2025-08-18
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-AWQ.

Rank the Llama2 7B Chat CodeCherryPop QLoRA 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124