Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 by bachbouch

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Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 is an open-source language model by bachbouch. Features: 7b LLM, VRAM: 4.1GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.13.

  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/m... Base model:unsloth/mistral-7b-...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth

Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 (bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1)
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Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl
Training Details 
Methodology:
Unsloth and Huggingface's TRL library were used, leading to a 2x faster training process.
LLM NameVllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1
Repository ๐Ÿค—https://huggingface.co/bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2025-11-02
Maintainerbachbouch
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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...al Nemo Instruct 2407 Bnb 4bit128K / 8.3 GB450229
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB3043728
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB1331
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1376233
Mixtral V0.3 Full 16bit32K / 14.5 GB60
Mistral 7B Instruct V0.3 4bit32K / 4.1 GB250538
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB130
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1.

Rank the Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 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.
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Release v20241124