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Mistral Rank8 Sft by chatty123

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   En   Endpoints compatible   Instruct   Mistral   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/chatty123/mistral_rank8_sft 

Mistral Rank8 Sft Benchmarks

ARC: 55.8 vs 96.7 (so35)-42.3%
HellaSwag: 81.21 vs 95.3 (gpt4)-14.8%
MMLU: 60.5 vs 88.3 (so35)-31.5%
TruthfulQA: 49.07 vs 59 (gpt4)-16.8%
WinoGrande: 77.43 vs 87.5 (gpt4)-11.5%
GSM8K: 32.45 vs 96.4 (so35)-66.3%
LLME Score: 0.20835
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Rank8 Sft (chatty123/mistral_rank8_sft)

Mistral Rank8 Sft Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
LLM NameMistral Rank8 Sft
Repository 🤗https://huggingface.co/chatty123/mistral_rank8_sft 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM14.4 GB
Updated2024-12-26
Maintainerchatty123
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.3
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 chatty123/mistral_rank8_sft.

Rank the Mistral Rank8 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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