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Qwen3.5 4B Code Forged by continuum-ai

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Qwen3.5 4B Code Forged is an open-source language model by continuum-ai. Features: 4b LLM, VRAM: 8.4GB, Context: 256K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.32.

  4b   Agentic-coding   Android   Apple-silicon   Attested Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3.5-4b   Bash   C   Chain-of-custody   Chinese   Code   Code-completion   Code-generation   Code-infill   Codegen   Coder   Coding   Consumer-gpu   Continuum   Cpp   Cryptographically-verified   Css   Delta-forge   Edge-inference   Efficient   Embedded   English   Experiential-plasticity   Forge-alloy   Forged   Function-calling   Ggml   Gguf   Go   Head-pruning   Html   Instruct   Iphone   Java   Javascript   Kotlin   Llama-cpp   Lm-studio   Local-inference   Macbook   Mlx   Mobile   Multilingual   Neural-plasticity   Ollama   On-device   Optimized   Php   Pruned   Python   Q4-k-m   Quantized   Qwen   Qwen3   Qwen3.5   Qwen3 5 text   Raspberry-pi   Region:us   Reproducible   Ruby   Rust   Safetensors   Sentinel-ai   Software-engineering   Sql   Swift   Typescript
Model Card on HF 🤗: https://huggingface.co/continuum-ai/qwen3.5-4b-code-forged 

Qwen3.5 4B Code Forged Benchmarks

LLME Score: 0.32079
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3.5 4B Code Forged (continuum-ai/qwen3.5-4b-code-forged)
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Qwen3.5 4B Code Forged Parameters and Internals

LLM NameQwen3.5 4B Code Forged
Repository 🤗https://huggingface.co/continuum-ai/qwen3.5-4b-code-forged 
Base Model(s)  Qwen/Qwen3.5-4B   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM8.4 GB
Updated2026-04-11
Maintainercontinuum-ai
Model Typeqwen3_5_text
Instruction-BasedYes
Model Files  8.4 GB
Supported Languagesen zh
Model ArchitectureQwen3_5ForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version5.3.0
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Vocabulary Size248320
Errorsreplace

Rank the Qwen3.5 4B Code Forged 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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