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Cevra Toolchoice 4B by EugeneEvstafev

By EugeneEvstafev · 48 downloads
HF Repo ↗ Copy URL

Cevra Toolchoice 4B is an open-source language model by EugeneEvstafev. Features: 4b LLM, VRAM: 9.3GB, LLM Explorer Score: 0.3.

Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Conversational   Decision-model   En   Endpoints compatible   Image-text-to-text   Probabilities   Qwen3 5   Region:us   Safetensors   Sharded   Tensorflow   Tool-selection   Tool-use
Model Card on HF 🤗: https://huggingface.co/EugeneEvstafev/cevra-toolchoice-4b 

Cevra Toolchoice 4B Parameters and Internals

LLM NameCevra Toolchoice 4B
Repository 🤗https://huggingface.co/EugeneEvstafev/cevra-toolchoice-4b 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM9.3 GB
Updated2026-11-13
MaintainerEugeneEvstafev
Model Typeqwen3_5
Model Files  5.3 GB: 1-of-2   4.0 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen3_5ForConditionalGeneration
Model Max Length262144
Transformers Version4.57.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than EugeneEvstafev/cevra-toolchoice-4b.