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Llama2 7B Chat CodeCherryPop QLoRA GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Llama2 7B Chat CodeCherryPop QLoRA GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:quantized:tokenbend... Base model:tokenbender/llama2-...   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-GPTQ 

Llama2 7B Chat CodeCherryPop QLoRA GPTQ Benchmarks

LLME Score: 0.10165
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 GPTQ (TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-GPTQ)
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Llama2 7B Chat CodeCherryPop QLoRA GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Primary Use Cases:
Boilerplate code generation
Limitations:
Adapter has gating issues
Considerations:
Bottom of the barrel model before quantization, useful post-quantization.
Additional Notes 
This is a fine-tuned model on code instructions. The model's performance on HumanEval testing and potential data leaks in the training data are planned to be checked.
Training Details 
Data Sources:
code instructions, wikitext for quantization
Data Volume:
122,000 code instructions
Methodology:
Alpaca style instruction tuning
Input Output 
Input Format:
Instruction followed by a task description
Output Format:
Task response
LLM NameLlama2 7B Chat CodeCherryPop QLoRA GPTQ
Repository 🤗https://huggingface.co/TheBloke/llama2-7b-chat-codeCherryPop-qLoRA-GPTQ 
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
GPTQ QuantizationYes
Quantization Typegptq
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-GPTQ.

Rank the Llama2 7B Chat CodeCherryPop QLoRA GPTQ 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 v20241124
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