From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen3.5-2B-6bit Date: 2026-11-15Commit: ba2bcf0Signed: 2DC28CC7B26A283B ✓ Image text to text model with 2.2B parameters. Safetensors weights, 2.22 GB in all. Published by mlx-community under Apache-2.0.
2.2B params 2.22 GB Qwen3.5-2B-6bit safetensors permissive Facts Params 2.2B Size 2.22 GB Formats safetensors Task image text to text License Apache-2.0 permissive
fw
$ fw get mlx-community/Qwen3.5-2B-6bit
# manifest sha256 1c4f6497fac5… · 2.22 GB · 12 files
$ fw verify ./Qwen3.5-2B-6bit mlx-community/Qwen3.5-2B-6bitHosted (signed) mlx-community/Qwen3.5-2B-6bit Last check: 2026-11-15 04:45 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Quantized of Qwen3.5-2B-Base .
Works with
Runs with Ranked by fit to this model (safetensors), then by GitHub stars.
Show all 23 Fine-tune with Show all 29
Overview
Size 2.22 GB
Weights 2.19 GB (safetensors)
Parameters 2.2B
Formats safetensors
Task image text to text
License Apache-2.0 (permissive)
Files 12, each with a sha256
Publisher mlx-community
Added 2026-11-15
Section alt.freeweights.qwen Lineage
Original release from the publisher.
Base model: Qwen/Qwen3.5-2B-Base
Where these bytes come from
Publisher at the pinned commit →You
Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.
Sources
Badge Host Last check Result huggingface.co 2026-11-15 04:45 UTC passed
Model card From the publisher at commit
ba2bcf0 . Shown as plain text with links; images open at the publisher.
This model was converted to MLX format from Qwen/Qwen3.5-2B using mlx-vlm version 0.3.12 . Refer to the original model card for more details on the model.
Use with mlx#
pip install -U mlx-vlmpython -m mlx_vlm.generate --model mlx-community/Qwen3.5-2B-6bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image> Files 12 files · 2.22 GB Weights 2.19 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256 File Size sha256 .gitattributes 1.57 KB 34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930 README.md 666 B c795deb6cffef9428198cc1d01aab11097ce3fe375b224163f382701173dd462 chat_template.jinja 7.75 KB 273d8e0e683b885071fb17e08d71e5f2a5ddfb5309756181681de4f5a1822d80 config.json 3.11 KB 67f7ede1bbee9d4bc5dc5250e3358e052937d1a8d30e22c5b4a54dff85addb5b model.safetensors 2.19 GB e2c78893f7cb9d1c176688861bb31614af7ee097ff5e6bbfc504b4230daef80b model.safetensors.index.json 81.7 KB 550563c429bb3db15685b92087f82271f4dec1e2441da01678f65142064b528e preprocessor_config.json 390 B 27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516 processor_config.json 1.30 KB 14932921ca485d458a04dafd8069fbb0a4505622a48208d19ed247115801385b tokenizer.json 20.0 MB 87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4 tokenizer_config.json 1.14 KB e98f1901ac6f0adff67b1d540bfa0c36ac1a0cf59eb72ed78146ef89aafa1182 video_preprocessor_config.json 385 B 7768af27c1fafa9cc9011c1dc20067e03f8915e03b63504550e11d5066986d13 vocab.json 6.72 MB ce99b4cb2983d118806ce0a8b777a35b093e2000a503ebde25853284c9dfa003
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents ba2bcf03dd pinned now 2026-11-15 04:45 UTC 12 files · 2.22 GB
Use it fw
$ fw get mlx-community/Qwen3.5-2B-6bit
# manifest sha256 1c4f6497fac5… · 2.22 GB · 12 files
$ fw verify ./Qwen3.5-2B-6bit mlx-community/Qwen3.5-2B-6bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Qwen3.5-2B-6bit.json --dir ./Qwen3.5-2B-6bit
$ python3 fw.py verify ./Qwen3.5-2B-6bit ./mlx-community__Qwen3.5-2B-6bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen3.5-2B-6bit --revision ba2bcf03dd5b502646de7e32b003cf538f2ca4d6 --local-dir ./Qwen3.5-2B-6bittransformers Load the weights in Python.
import os
os.environ["HF_ENDPOINT" ] = "https://freeweights.allternit.com"
from transformers import AutoModelForImageTextToText, AutoProcessor
processor = AutoProcessor.from_pretrained("mlx-community/Qwen3.5-2B-6bit", revision="ba2bcf03dd5b502646de7e32b003cf538f2ca4d6")
model = AutoModelForImageTextToText.from_pretrained("mlx-community/Qwen3.5-2B-6bit", revision="ba2bcf03dd5b502646de7e32b003cf538f2ca4d6", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve mlx-community/Qwen3.5-2B-6bit --revision ba2bcf03dd5b502646de7e32b003cf538f2ca4d6License Name Apache License 2.0 Id Apache-2.0 Class Permissive Redistribution yes Listing Hosted (signed) Decided License as declared by the publisher. No person read it. 2026-11-15 Text in README.md Text sha256 c795deb6cffef9428198cc1d01aab11097ce3fe375b224163f382701173dd462 Terms gate No extra terms beyond the license. Read the license text
Licenses are checked against the license table . A custom license passes only after a person reads it.
Provenance From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen3.5-2B-6bit Date: 2026-11-15Commit: ba2bcf0Signed: 2DC28CC7B26A283B ✓ Upstream mlx-community/Qwen3.5-2B-6bit Pinned commit ba2bcf03dd5b502646de7e32b003cf538f2ca4d6 Manifest Qwen3.5-2B-6bit.json · .minisig Manifest sha256 1c4f6497fac5c4a15aa342c04dd75308fd89ac7cd1b6ab410c05531ccde2f555 Signature minisign, Ed25519, key 2DC28CC7B26A283B Created 2026-11-15 04:45 UTC Generator freeweights-manifest/0.1.0 Takedowns None. How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.5-2B-6bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3.5-2B-6bit.json.minisig
$ minisign -Vm Qwen3.5-2B-6bit.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq
$ shasum -a 256 <file> # compare with the Files tab A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download
Model tree No model in the catalog names this one as its parent.
Get it
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen3.5-2B-6bitOpen in Freeweights Studio Pull, verify and run it in the Allternit app on Desktop, web or phone.
2.2B params 4.37 GB Aquila-VL-2B-llava-qwen safetensors permissive Facts Params 2.2B Size 4.37 GB Formats safetensors Task visual question answering License Apache-2.0 permissive flip From: <huggingface.co/BAAI> Subject: Aquila-VL-2B-llava-qwen 34.7B params 69.3 GB Aurora-Code-1 safetensors permissive Facts Params 34.7B Size 69.3 GB Formats safetensors Task text generation License Apache-2.0 permissive flip From: Perciqa <huggingface.co/Perciqa> Subject: Aurora-Code-1 7.6B params 30.6 GB bge-reasoner-embed-qwen3-8b-0923 safetensors permissive Facts Params 7.6B Size 30.6 GB Formats safetensors Task feature extraction License Apache-2.0 permissive flip From: <huggingface.co/BAAI> Subject: bge-reasoner-embed-qwen3-8b-0923 9.3B params 18.5 GB BMOJOF-primed-HQwen3-8B-Instruct safetensors permissive Facts Params 9.3B Size 18.5 GB Formats safetensors Task text generation License Apache-2.0 permissive flip From: amazon <huggingface.co/amazon> Subject: BMOJOF-primed-HQwen3-8B-Instruct qwen 658 MB Bubba-Qwen3.6-27B-LoRA safetensors permissive Facts Params not stated Size 658 MB Formats safetensors Task not tagged License Apache-2.0 permissive flip From: nbeerbower <huggingface.co/nbeerbower> Subject: Bubba-Qwen3.6-27B-LoRA qwen 447 GB bytkim_Qwen3.8-27B-pi-GGUF gguf permissive Facts Params not stated Size 447 GB Formats gguf Task image text to text License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: bytkim_Qwen3.8-27B-pi-GGUF
mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject: 
BAAI