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Mistral7B MatheoAI6 Lora by KakaoL0L

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   En   Endpoints compatible   Instruct   Lora   Mistral   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Mistral7B MatheoAI6 Lora Benchmarks

LLME Score: 0.22458
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral7B MatheoAI6 Lora Parameters and Internals

LLM NameMistral7B MatheoAI6 Lora
Repository 🤗https://huggingface.co/KakaoL0L/Mistral7B_MatheoAI6_lora 
Base Model(s)  unsloth/mistral-7b-instruct-v0.3-bnb-4bit   unsloth/mistral-7b-instruct-v0.3-bnb-4bit
Model Size7b
Required VRAM14.5 GB
Updated2024-09-06
MaintainerKakaoL0L
Model Typemistral
Instruction-BasedYes
Model Files  5.0 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 Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
LoRA ModelYes
Torch Data Typebfloat16
Mistral7B MatheoAI6 Lora (KakaoL0L/Mistral7B_MatheoAI6_lora)

Best Alternatives to Mistral7B MatheoAI6 Lora

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...al Nemo Instruct 2407 Bnb 4bit1000K / 8.3 GB5534821
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2497112
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4611
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5684914
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1642429
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB421
Mistral Turkish V232K / 14.4 GB30086
Minirewrite32K / 15.8 GB50
...eltemi 7B Instruct V1 BnB 4bit32K / 4.6 GB130
Note: green Score (e.g. "73.2") means that the model is better than KakaoL0L/Mistral7B_MatheoAI6_lora.

Rank the Mistral7B MatheoAI6 Lora 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 v2024072803
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