From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen2.5.1-Coder-7B-Instruct-4bit Date: 2026-11-15Commit: 4628d29Signed: 2DC28CC7B26A283B ✓ Text generation model with 7.6B parameters. Safetensors weights, 4.30 GB in all. Published by mlx-community under Apache-2.0.
7.6B params 4.30 GB Qwen2.5.1-Coder-7B-Instruct-4bit safetensors permissive Facts Params 7.6B Size 4.30 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit
# manifest sha256 dca37550f760… · 4.30 GB · 11 files
$ fw verify ./Qwen2.5.1-Coder-7B-Instruct-4bit mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bitHosted (signed) mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit Last check: 2026-11-15 05:11 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Quantized of Qwen2.5-Coder-7B-Instruct .
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 4.30 GB
Weights 4.28 GB (safetensors)
Parameters 7.6B
Formats safetensors
Task text generation
License Apache-2.0 (permissive)
Files 11, each with a sha256
Publisher mlx-community
Added 2026-11-15
Section alt.freeweights.qwen Lineage
Original release from the publisher.
Base model: Qwen/Qwen2.5-Coder-7B-Instruct
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 05:11 UTC passed
Model card From the publisher at commit
4628d29 . Shown as plain text with links; images open at the publisher.
The Model mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit was converted to MLX format from Qwen/Qwen2.5-Coder-7B-Instruct using mlx-lm version 0.19.3 .
Use with mlx#
from mlx_lm import load, generate
model, tokenizer = load("mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit")
prompt="hello"
if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
messages, tokenize=False, add_generation_prompt=True
)
response = generate(model, tokenizer, prompt=prompt, verbose=True) Files 11 files · 4.30 GB Weights 4.28 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 11 files with their sha256 File Size sha256 .gitattributes 1.57 KB 34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930 README.md 1.13 KB e9b337d169b78f47c38db2ed27558b9cbcb2ddd34f78b80e647c0cf02dcbc76a added_tokens.json 605 B 58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b config.json 867 B 3b341a8ed121dcbedf8f854b93514e7a42bbf66e4354c4cab361817539bdc8b0 merges.txt 1.67 MB 8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5 model.safetensors 4.28 GB 495c4d510aad12573b78c716713824a674f4baf2fa742943077b9c6575afb348 model.safetensors.index.json 51.7 KB 23cd562592dd96686d2e799eb02e4b578a4038b6045eaefe860d270cc060e24f special_tokens_map.json 613 B 76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd tokenizer.json 11.4 MB 9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa tokenizer_config.json 7.31 KB 7e88129d9769a0b14b1587a7d5e829fe93ac0e1511636471fdfc0811951418e6 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 4628d29770 pinned now 2026-11-15 05:11 UTC 11 files · 4.30 GB
Use it fw
$ fw get mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit
# manifest sha256 dca37550f760… · 4.30 GB · 11 files
$ fw verify ./Qwen2.5.1-Coder-7B-Instruct-4bit mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit.json --dir ./Qwen2.5.1-Coder-7B-Instruct-4bit
$ python3 fw.py verify ./Qwen2.5.1-Coder-7B-Instruct-4bit ./mlx-community__Qwen2.5.1-Coder-7B-Instruct-4bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit --revision 4628d2977030a2c80b1423b2f417edc6c678a8a0 --local-dir ./Qwen2.5.1-Coder-7B-Instruct-4bittransformers 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/Qwen2.5.1-Coder-7B-Instruct-4bit", revision="4628d2977030a2c80b1423b2f417edc6c678a8a0")
model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit", revision="4628d2977030a2c80b1423b2f417edc6c678a8a0", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit --revision 4628d2977030a2c80b1423b2f417edc6c678a8a0License 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 e9b337d169b78f47c38db2ed27558b9cbcb2ddd34f78b80e647c0cf02dcbc76a 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: Qwen2.5.1-Coder-7B-Instruct-4bit Date: 2026-11-15Commit: 4628d29Signed: 2DC28CC7B26A283B ✓ How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5.1-Coder-7B-Instruct-4bit.json.minisig
$ minisign -Vm Qwen2.5.1-Coder-7B-Instruct-4bit.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/Qwen2.5.1-Coder-7B-Instruct-4bitOpen 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