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Mistral 7B Code 16K Qlora GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Mistral 7B Code 16K Qlora GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:nondzu/mistral-7b-c... Base model:quantized:nondzu/mi...   Conversational   Gptq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Mistral-7B-Code-16K-qlora-GPTQ 

Mistral 7B Code 16K Qlora GPTQ Benchmarks

LLME Score: 0.1155
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Code 16K Qlora GPTQ (TheBloke/Mistral-7B-Code-16K-qlora-GPTQ)
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Mistral 7B Code 16K Qlora GPTQ Parameters and Internals

Model Type 
mistral
Additional Notes 
Intended for coding support and acting as a copilot. Multiple quantization parameters provided for different hardware configurations.
Training Details 
Data Sources:
nickrosh/Evol-Instruct-Code-80k-v1
Context Length:
16384
Hardware Used:
3x RTX 3090
Model Architecture:
MistralForCausalLM
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
LLM NameMistral 7B Code 16K Qlora GPTQ
Repository 🤗https://huggingface.co/TheBloke/Mistral-7B-Code-16K-qlora-GPTQ 
Model NameMistral 7B Code 16K qLoRA
Model CreatorKamil
Base Model(s)  Mistral 7B Code 16K Qlora   Nondzu/Mistral-7B-code-16k-qlora
Model Size7b
Required VRAM4.2 GB
Updated2025-09-22
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Mistral-7B-Code-16K-qlora-GPTQ.

Rank the Mistral 7B Code 16K 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  
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Release v20241124
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