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Mistral 7B Instruct V0.3 DPO Lora by HachiML

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

  9   
  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Lora   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/HachiML/Mistral-7B-Instruct-v0.3-dpo-lora 

Mistral 7B Instruct V0.3 DPO Lora Benchmarks

LLME Score: 0.18904
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 V0.3 DPO Lora (HachiML/Mistral-7B-Instruct-v0.3-dpo-lora)

Mistral 7B Instruct V0.3 DPO Lora Parameters and Internals

LLM NameMistral 7B Instruct V0.3 DPO Lora
Repository 🤗https://huggingface.co/HachiML/Mistral-7B-Instruct-v0.3-dpo-lora 
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerHachiML
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
LoRA ModelYes
Torch Data Typebfloat16

Quantized Models of the Mistral 7B Instruct V0.3 DPO Lora

Model
Likes
Downloads
VRAM
Mistral 7B Instruct V0.3 AWQ0674 GB
Mistral 7B Instruct V0.3 AWQ1384 GB

Best Alternatives to Mistral 7B Instruct V0.3 DPO Lora

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB120
...1 Summarize 64K LoRANET Merged128K / 14.4 GB110
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB1916301573
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37505
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB37063
Note: green Score (e.g. "73.2") means that the model is better than HachiML/Mistral-7B-Instruct-v0.3-dpo-lora.

Rank the Mistral 7B Instruct V0.3 DPO 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 v20241227
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