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Tiny Chatbot DPO by snshrivas10

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  Adapter Base model:adapter:tinyllama/t... Base model:tinyllama/tinyllama...   Dpo   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/snshrivas10/tiny-chatbot-dpo 

Tiny Chatbot DPO Benchmarks

LLME Score: 0.18635
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tiny Chatbot DPO (snshrivas10/tiny-chatbot-dpo)

Tiny Chatbot DPO Parameters and Internals

Model Type 
generated_from_trainer
LLM NameTiny Chatbot DPO
Repository 🤗https://huggingface.co/snshrivas10/tiny-chatbot-dpo 
Base Model(s)  TinyLlama/TinyLlama-1.1B-Chat-v1.0   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size1.1b
Required VRAM0 GB
Updated2025-01-27
Maintainersnshrivas10
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha8
LoRA Dropout0.05
R Param8

Best Alternatives to Tiny Chatbot DPO

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 snshrivas10/tiny-chatbot-dpo.

Rank the Tiny Chatbot DPO Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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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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