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Mistral 7B V0.3 GPTQ by thesven

 »  All LLMs  »  thesven  »  Mistral 7B V0.3 GPTQ   URL Share it on

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  4-bit   Autotrain compatible   Endpoints compatible   Gptq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/thesven/Mistral-7B-v0.3-GPTQ 

Mistral 7B V0.3 GPTQ Benchmarks

LLME Score: 0.18756
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.3 GPTQ (thesven/Mistral-7B-v0.3-GPTQ)

Mistral 7B V0.3 GPTQ Parameters and Internals

Model Type 
Large Language Model, Instruct fine-tuned model
Use Cases 
Limitations:
No moderation mechanisms
Considerations:
Looking for community engagement to respect guardrails.
Additional Notes 
A GPTQ 4-bit quantized version is available.
Training Details 
Methodology:
Instruct fine-tuning
Input Output 
Input Format:
Prompt-based input format.
Accepted Modalities:
Text
Output Format:
Textual output
LLM NameMistral 7B V0.3 GPTQ
Repository 🤗https://huggingface.co/thesven/Mistral-7B-v0.3-GPTQ 
Base Model(s)  unsloth/mistral-7b-v0.3   unsloth/mistral-7b-v0.3
Model Size7b
Required VRAM4.2 GB
Updated2025-02-22
Maintainerthesven
Model Typemistral
Model Files  4.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Torch Data Typefloat16

Best Alternatives to Mistral 7B V0.3 GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB640870
Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB11675850
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB128318
...ephyr 7B Beta Channelwise Gptq32K / 4 GB108670
...istral 7B Pruned50 GPTQ Marlin32K / 4 GB760
...lai Mistral 7B V0.1 4 Bit Gptq32K / 4.2 GB1410
...stral 7B Instruct V0.3 GPTQ 8B32K / 7.7 GB2261
...l Neural Chat 7B V3.8 Bit Gptq32K / 7.7 GB810
...lai Mistral 7B V0.1 8 Bit Gptq32K / 7.7 GB810
...l Neural Chat 7B V3.4 Bit Gptq32K / 4.2 GB800
Note: green Score (e.g. "73.2") means that the model is better than thesven/Mistral-7B-v0.3-GPTQ.

Rank the Mistral 7B V0.3 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 v20241227
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