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Mistral 7B V0.3 M3 Lora by HachiML

 »  All LLMs  »  HachiML  »  Mistral 7B V0.3 M3 Lora   URL Share it on

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  Autotrain compatible   Conversational Dataset:hachiml/self-rewarding...   Endpoints compatible   Ja   Lora   Mistral   Region:us   Safetensors   Self-rewarding   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/HachiML/Mistral-7B-v0.3-m3-lora 

Mistral 7B V0.3 M3 Lora Benchmarks

LLME Score: 0.18848
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B V0.3 M3 Lora (HachiML/Mistral-7B-v0.3-m3-lora)

Mistral 7B V0.3 M3 Lora Parameters and Internals

Model Type 
DPO, Mistral-7B
Supported Languages 
Japanese (NLP)
Training Details 
Data Sources:
HachiML/self-rewarding_AIFT_MSv0.3_lora (split=AIFT_M2)
LLM NameMistral 7B V0.3 M3 Lora
Repository 🤗https://huggingface.co/HachiML/Mistral-7B-v0.3-m3-lora 
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerHachiML
Model Typemistral
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesja
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
LoRA ModelYes
Torch Data Typebfloat16

Best Alternatives to Mistral 7B V0.3 M3 Lora

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Context / RAM
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Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
MegaBeam Mistral 7B 512K512K / 14.4 GB568150
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB563316
Hebrew Mistral 7B 200K256K / 30 GB1461915
Astral 256K 7B V2250K / 14.4 GB70
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than HachiML/Mistral-7B-v0.3-m3-lora.

Rank the Mistral 7B V0.3 M3 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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Release v20241227
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