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Mistral 7B Instruct V0.2 Bio Tutor Sft by kangqi-ni

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Mistral 7B Instruct V0.2 Bio Tutor Sft is an open-source language model by kangqi-ni. Features: 7b LLM, VRAM: 28.9GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.12.

  Arxiv:2402.05000   Biology   Conversational   Dpo   Education   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_sft 

Mistral 7B Instruct V0.2 Bio Tutor Sft Benchmarks

LLME Score: 0.12057
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Instruct V0.2 Bio Tutor Sft (kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_sft)
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Mistral 7B Instruct V0.2 Bio Tutor Sft Parameters and Internals

Model Type 
Educational Chatbot, Biology
Use Cases 
Areas:
Education
Applications:
Biology Studies
Primary Use Cases:
Educational Chatbot for Biology
Additional Notes 
The model is fine-tuned to assist in studying biology effectively.
Supported Languages 
en (English)
Training Details 
Methodology:
Supervised Fine-Tuning (SFT)
LLM NameMistral 7B Instruct V0.2 Bio Tutor Sft
Repository 🤗https://huggingface.co/kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_sft 
Model Size7b
Required VRAM28.9 GB
Updated2026-04-11
Maintainerkangqi-ni
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.8 GB: 5-of-6   4.2 GB: 6-of-6   0.0 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

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... Summarize 64K QLoRANET Merged128K / 4.1 GB60
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Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB3727181828
Mistral 7B Instruct V0.232K / 14.4 GB57590
Mixtral AI CyberCoder32K / 14.3 GB00
Note: green Score (e.g. "73.2") means that the model is better than kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_sft.

Rank the Mistral 7B Instruct V0.2 Bio Tutor Sft Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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