From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.qwenSubject: Qwen2.5-Coder-7B-Instruct-MLX Date: 2026-11-15Commit: 2732cb1Signed: 2DC28CC7B26A283B ✓ Text generation model with 7.6B parameters. Safetensors weights, 15.2 GB in all. Published by mlx-community under Apache-2.0.
7.6B params 15.2 GB Qwen2.5-Coder-7B-Instruct-MLX safetensors permissive Facts Params 7.6B Size 15.2 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get mlx-community/Qwen2.5-Coder-7B-Instruct-MLX
# manifest sha256 fb6720ed477a… · 15.2 GB · 11 files
$ fw verify ./Qwen2.5-Coder-7B-Instruct-MLX mlx-community/Qwen2.5-Coder-7B-Instruct-MLXHosted (signed) mlx-community/Qwen2.5-Coder-7B-Instruct-MLX Last check: 2026-11-15 03:39 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Fine-tune 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 15.2 GB
Weights 15.2 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 03:39 UTC passed
Model card From the publisher at commit
2732cb1 . Shown as plain text with links; images open at the publisher.
The Model mlx-community/Qwen2.5-Coder-7B-Instruct-MLX was converted to MLX format from Qwen/Qwen2.5-Coder-7B-Instruct using mlx-lm version 0.31.1 .
Use with mlx#
from mlx_lm import load, generate
model, tokenizer = load("mlx-community/Qwen2.5-Coder-7B-Instruct")
prompt = "hello"
if tokenizer.chat_template is not None:
messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
messages, add_generation_prompt=True, return_dict=False,
)
response = generate(model, tokenizer, prompt=prompt, verbose=True) Files 11 files · 15.2 GB Weights 15.2 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 1.06 KB 2b245bf6fea6e1f4b0a780ebcb72cf53fbe0b7948bb9dc2697123d02d249d647 chat_template.jinja 2.51 KB cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f config.json 746 B e26af71c1a1a6cd75f5484699e09b3427321a9c090f829cbe4c7f0973b95a969 generation_config.json 242 B 1a628a5775bc69cde01c6749a531150ca4d3189652c618a174f7077923acf3b1 model-00001-of-00003.safetensors 5.34 GB 932662c7a85836bf6c74d30ea0af205e37ee6d97e0797ccadada0b536c19ae96 model-00002-of-00003.safetensors 5.26 GB 339ce3cedbe802b25f6bc8d52e3880c8b0710a347ac1922e0e2d293f73524435 model-00003-of-00003.safetensors 4.62 GB 92ba4987ac72889b20cce46a89d940310d0bbb764fe0232a8e5dd5282ec75e3b model.safetensors.index.json 29.2 KB 4c536c9ab688eae3396bd91724c463007f28cf1189f880cba12b7526eec60126 tokenizer.json 11.4 MB 3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8 tokenizer_config.json 699 B 5252e78db7ae5f6a7879f4ba24703380c526328e085ea85329ca78cee1d9589e
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 2732cb19d3 pinned now 2026-11-15 03:39 UTC 11 files · 15.2 GB
Use it fw
$ fw get mlx-community/Qwen2.5-Coder-7B-Instruct-MLX
# manifest sha256 fb6720ed477a… · 15.2 GB · 11 files
$ fw verify ./Qwen2.5-Coder-7B-Instruct-MLX mlx-community/Qwen2.5-Coder-7B-Instruct-MLXfw.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-Coder-7B-Instruct-MLX.json --dir ./Qwen2.5-Coder-7B-Instruct-MLX
$ python3 fw.py verify ./Qwen2.5-Coder-7B-Instruct-MLX ./mlx-community__Qwen2.5-Coder-7B-Instruct-MLX.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/Qwen2.5-Coder-7B-Instruct-MLX --revision 2732cb19d35e3e35a8d483a9d4e30c1e2d3dec68 --local-dir ./Qwen2.5-Coder-7B-Instruct-MLXtransformers 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-Coder-7B-Instruct-MLX", revision="2732cb19d35e3e35a8d483a9d4e30c1e2d3dec68")
model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen2.5-Coder-7B-Instruct-MLX", revision="2732cb19d35e3e35a8d483a9d4e30c1e2d3dec68", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve mlx-community/Qwen2.5-Coder-7B-Instruct-MLX --revision 2732cb19d35e3e35a8d483a9d4e30c1e2d3dec68License 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 2b245bf6fea6e1f4b0a780ebcb72cf53fbe0b7948bb9dc2697123d02d249d647 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-Coder-7B-Instruct-MLX Date: 2026-11-15Commit: 2732cb1Signed: 2DC28CC7B26A283B ✓ How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5-Coder-7B-Instruct-MLX.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5-Coder-7B-Instruct-MLX.json.minisig
$ minisign -Vm Qwen2.5-Coder-7B-Instruct-MLX.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-Coder-7B-Instruct-MLXOpen 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