LLM EXPLORER 67,078 MODELS INDEXED

Wit Coder 4B by Rangle2

By Rangle2 · 792 downloads
HF Repo ↗ Copy URL

Wit Coder 4B is an open-source language model by Rangle2. Features: 4b LLM, VRAM: 0.9GB, License: apache-2.0, Quantized, Code Generating, LLM Explorer Score: 0.36.

  Agent Base model:quantized:qwen/qwen...   Base model:qwen/qwen3.5-4b   Code   Codegen   Conversational   Dpo   En   Endpoints compatible   Gguf   Quantized   Qwen3 5   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Rangle2/Wit-Coder-4B 

Wit Coder 4B Parameters and Internals

LLM NameWit Coder 4B
Repository 🤗https://huggingface.co/Rangle2/Wit-Coder-4B 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM0.9 GB
Updated2026-11-10
MaintainerRangle2
Model Typeqwen3_5
Model Files  0.9 GB   8.4 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureQwen3_5ForConditionalGeneration
Licenseapache-2.0
Model Max Length262144
Transformers Version4.57.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Errorsreplace

Best Alternatives to Wit Coder 4B

Best Alternatives
Context / RAM
Downloads
Likes
Qwen3.5 4B 3D Coder0K / 9.1 GB44825465
Qwen3.5 4B GLB 3D Coder0K / 17.4 GB12206177
Qwen3.5 4B 3D Coder OptiQ 4bit0K / 0.7 GB4161
Kestrel 4B Coder OQ4e Fp16 Mtp0K / 3.9 GB1981
...en3.5 4B 3D Coder MTP Repacked0K / 9.3 GB21328
...5 4B GLB 3D Coder MTP Repacked0K / 17.7 GB25571
Qwen3.5 4B 3D Coder MLX0K / 9.1 GB3111
Qwen3.5 4B GLB 3D Coder MLX0K / 9.1 GB2771
Lowpoly Coder 4B0K / 9.3 GB312
Kestrel 4B Coder OQ4e Mtp0K / 3.3 GB1091
Note: green Score (e.g. "73.2") means that the model is better than Rangle2/Wit-Coder-4B.