Best DPO Model by AntoineSchutz

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  Arxiv:1910.09700   Adapter Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama...   Finetuned   Lora   Peft   Region:us   Safetensors

Best DPO Model Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Best DPO Model (AntoineSchutz/best_dpo_model)

Best DPO Model Parameters and Internals

Training Details 
Data Volume:
M1 data
LLM NameBest DPO Model
Repository ๐Ÿค—https://huggingface.co/AntoineSchutz/best_dpo_model 
Base Model(s)  TinyLlama/TinyLlama-1.1B-Chat-v1.0   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size1.1b
Required VRAM0 GB
Updated2024-08-16
MaintainerAntoineSchutz
Model Files  0.0 GB   0.0 GB   0.0 GB   0.0 GB
Model ArchitectureAdapter
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha32
LoRA Dropout0
R Param4

Best Alternatives to Best DPO Model

Best Alternatives
Context / RAM
Downloads
Likes
Sft Tiny Chatbot0K / 0 GB69600
Openhermes Tinyllama Sft Qlora0K / 0 GB50
Zephyr Tinyllama Sft Qlora0K / 0 GB50
...hyr Tiny Sft Qlora Quantized 20K / 0 GB520
DPO Mcqa V1.020K / 0.4 GB50
DPO Mcqa QuantizedBitsAndBytes0K / 0.8 GB50
Mcqa0K / 0 GB60
MCQDPO10K / 0 GB50
ProjectElrondMCQv10K / 0 GB50
Tinyllama Cs0K / 0 GB50
Note: green Score (e.g. "73.2") means that the model is better than AntoineSchutz/best_dpo_model.

Rank the Best DPO Model Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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