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continuum-ai
/
qwen3.5-4b-code-forged

Text Generation
MLX
Safetensors
GGUF
Rust
qwen3_5_text
4b
agentic-coding
android
apple-silicon
attested
bash
c
chain-of-custody
chinese
code
code-completion
code-generation
code-infill
coder
coding
consumer-gpu
cpp
cryptographically-verified
css
delta-forge
edge-inference
embedded
english
forge-alloy
function-calling
ggml
go
html
iphone
java
javascript
kotlin
llama-cpp
lm-studio
local-inference
macbook
mobile
multilingual
ollama
on-device
php
programming
python
q4-k-m
quantized
qwen
qwen3
qwen3.5
raspberry-pi
reproducible
ruby
software-engineering
sql
swift
typescript
Model card Files Files and versions
xet
Community

Instructions to use continuum-ai/qwen3.5-4b-code-forged with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • MLX

    How to use continuum-ai/qwen3.5-4b-code-forged with MLX:

    # Make sure mlx-lm is installed
    # pip install --upgrade mlx-lm
    # if on a CUDA device, also pip install mlx[cuda]
    
    # Generate text with mlx-lm
    from mlx_lm import load, generate
    
    model, tokenizer = load("continuum-ai/qwen3.5-4b-code-forged")
    
    prompt = "Once upon a time in"
    text = generate(model, tokenizer, prompt=prompt, verbose=True)
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • LM Studio
  • MLX LM

    How to use continuum-ai/qwen3.5-4b-code-forged with MLX LM:

    Generate or start a chat session
    # Install MLX LM
    uv tool install mlx-lm
    # Generate some text
    mlx_lm.generate --model "continuum-ai/qwen3.5-4b-code-forged" --prompt "Once upon a time"
qwen3.5-4b-code-forged / benchmark
5.41 kB
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  • 1 contributor
History: 12 commits
EnricoFermi's picture
EnricoFermi
Upload benchmark/refactoring.txt with huggingface_hub
3c06329 verified 3 months ago
  • concurrent_system.txt
    1.25 kB
    Upload benchmark/concurrent_system.txt with huggingface_hub 3 months ago
  • debugging.txt
    1.45 kB
    Upload benchmark/debugging.txt with huggingface_hub 3 months ago
  • refactoring.txt
    1.23 kB
    Upload benchmark/refactoring.txt with huggingface_hub 3 months ago
  • system_design.txt
    1.48 kB
    Upload benchmark/system_design.txt with huggingface_hub 3 months ago