From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen3-4B-Instruct-2507-8bit Date: 2026-11-15Commit: 0e42af5Signed: 2DC28CC7B26A283B ✓ Text generation model with 4B parameters. Safetensors weights, 4.29 GB in all. Published by mlx-community under Apache-2.0.
4B params 4.29 GB Qwen3-4B-Instruct-2507-8bit safetensors permissive Facts Params 4B Size 4.29 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get mlx-community/Qwen3-4B-Instruct-2507-8bit
# manifest sha256 0a06701c8b33… · 4.29 GB · 13 files
$ fw verify ./Qwen3-4B-Instruct-2507-8bit mlx-community/Qwen3-4B-Instruct-2507-8bitHosted (signed) mlx-community/Qwen3-4B-Instruct-2507-8bit Last check: 2026-11-15 05:10 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Quantized of Qwen3-4B-Instruct-2507 .
Works with
Runs with Ranked by fit to this model (safetensors), then by GitHub stars.
Show all 24 Fine-tune with Show all 29
Overview
Size 4.29 GB
Weights 4.27 GB (safetensors)
Parameters 4B
Formats safetensors
Task text generation
License Apache-2.0 (permissive)
Files 13, each with a sha256
Publisher mlx-community
Added 2026-11-15
Section alt.freeweights.qwen Lineage
Original release from the publisher.
Base model: Qwen/Qwen3-4B-Instruct-2507
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 05:10 UTC passed
Model card From the publisher at commit
0e42af5 . Shown as plain text with links; images open at the publisher.
This model mlx-community/Qwen3-4B-Instruct-2507-8bit was converted to MLX format from Qwen/Qwen3-4B-Instruct-2507 using mlx-lm version 0.26.2 .
Use with mlx#
from mlx_lm import load, generate
model, tokenizer = load("mlx-community/Qwen3-4B-Instruct-2507-8bit")
prompt = "hello"
if tokenizer.chat_template is not None:
messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
messages, add_generation_prompt=True
)
response = generate(model, tokenizer, prompt=prompt, verbose=True) Files 13 files · 4.29 GB Weights 4.27 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256 File Size sha256 .gitattributes 1.57 KB 34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930 README.md 969 B b17c27fd7d46102671a3c2bda435b4c1073b080cb13572aeea5f477a8082b731 added_tokens.json 707 B c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680 chat_template.jinja 4.04 KB 40c21f34cf67d8c760ef72f8ad3ae5afad514299d4b06e91dd9a8d705af7b541 config.json 938 B 68ce9c3e88935e44b3d9388317f021b90c52cb799b868a361d12857bd1b3b80b generation_config.json 238 B 835fffe355c9438e7a25be099b3fccaa98350b83451f9fd2d99512e74f1ade48 merges.txt 1.67 MB 8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5 model.safetensors 4.27 GB a6d98b6b22bd3928f0a9e38aea84c085e678bba1e03d028f21cbf6e0f6ed9f2c model.safetensors.index.json 64.0 KB 4280602bc990ad062cb84fc5027f22567b5f3c7f22c10bf5860482c420c4b5ae special_tokens_map.json 613 B 76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd tokenizer.json 11.4 MB aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4 tokenizer_config.json 5.40 KB 355f2b4e5bad7b01f11ef6cb68ebc176f61b95c3276092ea225b1bea0e01e95c vocab.json 2.78 MB ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 0e42af5844 pinned now 2026-11-15 05:10 UTC 13 files · 4.29 GB
Use it fw
$ fw get mlx-community/Qwen3-4B-Instruct-2507-8bit
# manifest sha256 0a06701c8b33… · 4.29 GB · 13 files
$ fw verify ./Qwen3-4B-Instruct-2507-8bit mlx-community/Qwen3-4B-Instruct-2507-8bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Qwen3-4B-Instruct-2507-8bit.json --dir ./Qwen3-4B-Instruct-2507-8bit
$ python3 fw.py verify ./Qwen3-4B-Instruct-2507-8bit ./mlx-community__Qwen3-4B-Instruct-2507-8bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen3-4B-Instruct-2507-8bit --revision 0e42af58449718de7931ee04f28191fbe6c43a56 --local-dir ./Qwen3-4B-Instruct-2507-8bittransformers Load the weights in Python.
import os
os.environ["HF_ENDPOINT" ] = "https://freeweights.allternit.com"
from transformers import AutoModelForCausalLM, AutoTokenizer
tok = AutoTokenizer.from_pretrained("mlx-community/Qwen3-4B-Instruct-2507-8bit", revision="0e42af58449718de7931ee04f28191fbe6c43a56")
model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen3-4B-Instruct-2507-8bit", revision="0e42af58449718de7931ee04f28191fbe6c43a56", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve mlx-community/Qwen3-4B-Instruct-2507-8bit --revision 0e42af58449718de7931ee04f28191fbe6c43a56License 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 b17c27fd7d46102671a3c2bda435b4c1073b080cb13572aeea5f477a8082b731 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: Qwen3-4B-Instruct-2507-8bit Date: 2026-11-15Commit: 0e42af5Signed: 2DC28CC7B26A283B ✓ How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-4B-Instruct-2507-8bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen3-4B-Instruct-2507-8bit.json.minisig
$ minisign -Vm Qwen3-4B-Instruct-2507-8bit.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/Qwen3-4B-Instruct-2507-8bitOpen 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