Pydevmini1 by bralynn

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Base model:finetune:huihui-ai/... Base model:huihui-ai/huihui-qw...   Dataset:bralynn/consolegusser   Dataset:bralynn/omnirepeats   Dataset:bralynn/think1   Dataset:bralynn/tl1   Dataset:bralynn/ui   Qwen3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/bralynn/pydevmini1 

Pydevmini1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pydevmini1 (bralynn/pydevmini1)
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Pydevmini1 Parameters and Internals

LLM NamePydevmini1
Repository ๐Ÿค—https://huggingface.co/bralynn/pydevmini1 
Base Model(s)  ...3 4B Thinking 2507 Abliterated   huihui-ai/Huihui-Qwen3-4B-Thinking-2507-abliterated
Model Size4b
Required VRAM8.1 GB
Updated2025-09-10
Maintainerbralynn
Model Typeqwen3
Model Files  5.0 GB: 1-of-2   3.1 GB: 2-of-2
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.53.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Pydevmini1

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Context / RAM
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Qwen3 4B Instruct 2507256K / 8.1 GB1028529275
Qwen3 4B Thinking 2507256K / 8.1 GB223556360
Jan V1 4B256K / 8.1 GB12830328
WEBGEN 4B Preview256K / 8.1 GB81067
Qwen3 4B Thinking 2507 FP8256K / 5.2 GB18008231
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB3455428
Qwen3 4B Instruct 2507256K / 8.1 GB384928
...4B Thinking 2507 DAG Reasoning256K / 16.1 GB93284
Qwen3 4B Thinking 2507256K / 8.1 GB77284
Jan V1.2509256K / 8.1 GB09
Note: green Score (e.g. "73.2") means that the model is better than bralynn/pydevmini1.

Rank the Pydevmini1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124