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Mistral Rank8 Invert 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   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Mistral Rank8 Invert Benchmarks

ARC: 56.48 vs 96.7 (so35)-41.6%
HellaSwag: 81.68 vs 95.3 (gpt4)-14.3%
MMLU: 60.26 vs 88.3 (so35)-31.8%
TruthfulQA: 58.32 vs 59 (gpt4)-1.2%
WinoGrande: 77.51 vs 87.5 (gpt4)-11.4%
GSM8K: 36.85 vs 96.4 (so35)-61.8%
LLME Score: 0.21248
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral Rank8 Invert Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
LLM NameMistral Rank8 Invert
Repository 🤗https://huggingface.co/chatty123/mistral_rank8_invert 
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
Updated2024-10-24
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   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
Mistral Rank8 Invert (chatty123/mistral_rank8_invert)

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Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4931
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1719431
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB131
...struct V0.3 LoRA Finetune 4Bit32K / 4.1 GB1210
Mistral Turkish V232K / 14.4 GB28626
Minirewrite32K / 15.8 GB140
Note: green Score (e.g. "73.2") means that the model is better than chatty123/mistral_rank8_invert.

Rank the Mistral Rank8 Invert 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.
Release v20241110
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