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Mistral 7B Finetuned Orca DPO V2 by lvkaokao

 »  All LLMs  »  lvkaokao  »  Mistral 7B Finetuned Orca DPO V2   URL Share it on

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  Autotrain compatible   Endpoints compatible   Finetuned   Lora   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/lvkaokao/mistral-7b-finetuned-orca-dpo-v2 

Mistral 7B Finetuned Orca DPO V2 Benchmarks

ARC: 66.21 vs 96.7 (so35)-31.5%
HellaSwag: 83.64 vs 95.3 (gpt4)-12.2%
MMLU: 62.37 vs 88.3 (so35)-29.4%
TruthfulQA: 59.65 vs 59 (gpt4)1.1%
WinoGrande: 78.14 vs 87.5 (gpt4)-10.7%
GSM8K: 19.56 vs 96.4 (so35)-79.7%
LLME Score: 0.13646
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Finetuned Orca DPO V2 (lvkaokao/mistral-7b-finetuned-orca-dpo-v2)
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Mistral 7B Finetuned Orca DPO V2 Parameters and Internals

Training Details 
Data Sources:
Open-Orca/SlimOrca
Methodology:
Fine-tuning
LLM NameMistral 7B Finetuned Orca DPO V2
Repository 🤗https://huggingface.co/lvkaokao/mistral-7b-finetuned-orca-dpo-v2 
Model Size7b
Required VRAM14.4 GB
Updated2025-09-23
Maintainerlvkaokao
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16

Quantized Models of the Mistral 7B Finetuned Orca DPO V2

Model
Likes
Downloads
VRAM
... 7B Finetuned Orca DPO V2 GGUF64023 GB
... 7B Finetuned Orca DPO V2 GPTQ164 GB
...l 7B Finetuned Orca DPO V2 AWQ054 GB

Best Alternatives to Mistral 7B Finetuned Orca DPO V2

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB14118
MegaBeam Mistral 7B 512K512K / 14.4 GB890850
SpydazWeb AI HumanAI RP512K / 14.4 GB171
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB809216
Hebrew Mistral 7B 200K256K / 30 GB131615
Astral 256K 7B V2250K / 14.4 GB50
Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than lvkaokao/mistral-7b-finetuned-orca-dpo-v2.

Rank the Mistral 7B Finetuned Orca DPO V2 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 v20241124
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