DPO Qwen2 by trl-lib

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DPO Qwen2 is an open-source language model by trl-lib. Features: 0.5b LLM, VRAM: 2GB, Context: 32K, Instruction-Based, LLM Explorer Score: 0.15.

  Arxiv:2305.18290   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2-0.5b-ins...   Conversational Dataset:trl-lib/capybara-prefe...   Dpo   Endpoints compatible   Generated from trainer   Instruct   Qwen2   Region:us   Safetensors   Trl

DPO Qwen2 Benchmarks

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

DPO Qwen2 Parameters and Internals

Training Details 
Data Sources:
trl-lib/Capybara-Preferences
Methodology:
Direct Preference Optimization (DPO)
LLM NameDPO Qwen2
Repository 🤗https://huggingface.co/trl-lib/dpo-qwen2 
Model Namedpo-qwen2
Base Model(s)  Qwen/Qwen2-0.5B-Instruct   Qwen/Qwen2-0.5B-Instruct
Model Size0.5b
Required VRAM2 GB
Updated2024-10-01
Maintainertrl-lib
Model Typeqwen2
Instruction-BasedYes
Model Files  2.0 GB   0.0 GB
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.45.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat32
Errorsreplace

Best Alternatives to DPO Qwen2

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2 0.5B Abyme Merge3128K / 1.3 GB231
Qwen2 0.5B Abyme Merge2128K / 0.3 GB220
Qwen2.5 0.5B Instruct64K / 1 GB70
Qwen2.5 0.5B Instruct32K / 1 GB6089483505
...5 0.5B Instruct Abliterated Ru32K / 2 GB4320
Q SS 0.5B Reasoning Math32K / 1 GB592
BoyBarley Sparky V332K / 1 GB2250
Qwen2 0.5B Instruct32K / 1 GB1440477200
DAC5.4 0.5B32K / 1 GB340
...ext Aware Abstention Qwen 0.5B32K / 2 GB480
Note: green Score (e.g. "73.2") means that the model is better than trl-lib/dpo-qwen2.

Rank the DPO Qwen2 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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Release v20260328a