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Qwen 2.5 3B Evol CoT by bunnycore

 »  All LLMs  »  bunnycore  »  Qwen 2.5 3B Evol CoT   URL Share it on

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:bunnycore/qwen-2.5-... Base model:bunnycore/qwen-2.5-...   Conversational   Endpoints compatible   Lora   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Qwen-2.5-3b-Evol-CoT 

Qwen 2.5 3B Evol CoT Benchmarks

LLME Score: 0.23289
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 2.5 3B Evol CoT (bunnycore/Qwen-2.5-3b-Evol-CoT)

Qwen 2.5 3B Evol CoT Parameters and Internals

Model Type 
pre-trained language model
Additional Notes 
This merged model utilizes specific parameters including density and weight for each model involved in the merge process using the flags set within the YAML configuration.
Release Notes 
Notes:
Merged using DARE with TIES method leveraging models: 'Replete-AI/Replete-LLM-V2.5-Qwen-3b+bunnycore/Qwen-2.5-3b-Mix-Data-lora' and 'bunnycore/Qwen-2.5-3b-RP+bunnycore/Qwen-2.5-3b-Mix-Data-lora'.
LLM NameQwen 2.5 3B Evol CoT
Repository 🤗https://huggingface.co/bunnycore/Qwen-2.5-3b-Evol-CoT 
Base Model(s)  bunnycore/Qwen-2.5-3b-RP   Replete-AI/Replete-LLM-V2.5-Qwen-3b   bunnycore/Qwen-2.5-3b-Mix-Data-lora   bunnycore/Qwen-2.5-3b-RP   bunnycore/Qwen-2.5-3b-Mix-Data-lora   bunnycore/Qwen-2.5-3b-RP   Replete-AI/Replete-LLM-V2.5-Qwen-3b   bunnycore/Qwen-2.5-3b-Mix-Data-lora   bunnycore/Qwen-2.5-3b-RP   bunnycore/Qwen-2.5-3b-Mix-Data-lora
Merged ModelYes
Model Size3b
Required VRAM6.8 GB
Updated2024-12-21
Maintainerbunnycore
Model Typeqwen2
Model Files  5.0 GB: 1-of-2   1.8 GB: 2-of-2
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.44.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
LoRA ModelYes
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Qwen-2.5-3b-Evol-CoT.

Rank the Qwen 2.5 3B Evol CoT 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 v20241217
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