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Synatra 7B V0.3 DPO by maywell

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  Autotrain compatible   Conversational   Endpoints compatible   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/maywell/Synatra-7B-v0.3-dpo 

Synatra 7B V0.3 DPO Benchmarks

ARC: 62.8 vs 96.7 (so35)-35.1%
HellaSwag: 82.58 vs 95.3 (gpt4)-13.3%
MMLU: 61.46 vs 88.3 (so35)-30.4%
TruthfulQA: 56.46 vs 59 (gpt4)-4.3%
WinoGrande: 76.24 vs 87.5 (gpt4)-12.9%
GSM8K: 23.73 vs 96.4 (so35)-75.4%
LLME Score: 0.20052
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Synatra 7B V0.3 DPO (maywell/Synatra-7B-v0.3-dpo)

Synatra 7B V0.3 DPO Parameters and Internals

Model Type 
text generation
Training Details 
Methodology:
Instruction format follows ChatML and Alpaca(No-Input) format.
Hardware Used:
A100 80GB * 1
Input Output 
Input Format:
ChatML and Alpaca(No-Input) formats.
LLM NameSynatra 7B V0.3 DPO
Repository 🤗https://huggingface.co/maywell/Synatra-7B-v0.3-dpo 
Model Size7b
Required VRAM15 GB
Updated2025-02-05
Maintainermaywell
Model Typemistral
Model Files  9.9 GB: 1-of-2   5.1 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16

Quantized Models of the Synatra 7B V0.3 DPO

Model
Likes
Downloads
VRAM
Synatra 7B V0.3 DPO EXL23217 GB
Synatra 7B V0.3 DPO GGUF5853 GB
Synatra 7B V0.3 DPO GPTQ0414 GB
Synatra 7B V0.3 DPO AWQ0134 GB

Best Alternatives to Synatra 7B V0.3 DPO

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB522710
MegaBeam Mistral 7B 512K512K / 14.4 GB655449
SpydazWeb AI HumanAI RP512K / 14.4 GB51
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB647215
Hebrew Mistral 7B 200K256K / 30 GB489915
Astral 256K 7B V2250K / 14.4 GB60
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than maywell/Synatra-7B-v0.3-dpo.

Rank the Synatra 7B V0.3 DPO Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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