CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.qwen / Qwen2.5-Coder-32B-Instruct-bf16
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject:

Qwen2.5-Coder-32B-Instruct-bf16

Date: 2026-11-15Commit: f1f5505Signed: 2DC28CC7B26A283B ✓

Text generation model with 32.8B parameters. Safetensors weights, 65.5 GB in all. Published by mlx-community under Apache-2.0.

32.8B params65.5GBQwen2.5-Coder-32B-Instruct-bf16safetensorspermissive
FactsParams32.8BSize65.5 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
# manifest sha256 b6aab44eddae… · 65.5 GB · 23 files
$ fw verify ./Qwen2.5-Coder-32B-Instruct-bf16 mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
From sourceHosted (signed)mlx-community/Qwen2.5-Coder-32B-Instruct-bf16Last check: 2026-11-15 03:41 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Fine-tune of Qwen2.5-Coder-32B-Instruct.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
65.5 GB
Weights
65.5 GB (safetensors)
Parameters
32.8B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
23, 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-32B-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
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 03:41 UTCpassed

Model card

From the publisher at commit f1f5505. Shown as plain text with links; images open at the publisher.

mlx-community/Qwen2.5-Coder-32B-Instruct-bf16#

The Model mlx-community/Qwen2.5-Coder-32B-Instruct-bf16 was converted to MLX format from Qwen/Qwen2.5-Coder-32B-Instruct using mlx-lm version 0.19.3.

Use with mlx#

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/Qwen2.5-Coder-32B-Instruct-bf16")

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

23 files · 65.5 GBWeights 65.5 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 23 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.13 KBed1c92a0442965b75266f9acb738dc7e719ce5437a4602fa01f9ed11be8c689b
added_tokens.json605 B58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b
config.json714 B56db048b04abbc93302e76861e4f982da8a7885c3802dc0b75901a4d0b8edfb9
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
model-00001-of-00013.safetensors5.17 GB5cfd421472021a3c8ef6805c8c24ddf247e61dd6c6f2374d07ccc4907f84ca67
model-00002-of-00013.safetensors5.29 GB842c6ab5534d343b3a7684be8d530847216e251c4f170c29c0be13a5001bc56c
model-00003-of-00013.safetensors5.16 GBb3374c47eb2e5ba2b03624ee72d2be6e9ae49510b6cf1833f8204f18447e002c
model-00004-of-00013.safetensors5.16 GBeec85f23c59cea115b6b2221399d71f494dc8b43d19640f4e039494075f4dc53
model-00005-of-00013.safetensors5.29 GBa7dddbf3a823948fbc56417f7468c20543b0597d63ee88b550f35edccf192028
model-00006-of-00013.safetensors5.16 GBf26bd09a6c4b9f53c397186e0652c914293d0f860d74c43d5e0682b013579d95
model-00007-of-00013.safetensors5.16 GBb79c350712f249a1e5d069f2f79ec17518637eac7a73fa41a5a178a836d04e11
model-00008-of-00013.safetensors5.29 GB13a2d13d70b2951b15e322ba534983b1f52bcddc3ce2f53ddbf67771d7c41c72
model-00009-of-00013.safetensors5.16 GBc2327671a72886d416cce29db29703d75fdb5d64636d801e4ff5b5ffbf622277
model-00010-of-00013.safetensors5.16 GB488d44795692d3630d8e8c8484f1b50cf485e3150f5374000a3d7026ce7aa6e2
model-00011-of-00013.safetensors5.29 GB4cca7eb9c1aed41026254848349fda73ab2a30cc583972f9d9a24e9c1d6abdce
model-00012-of-00013.safetensors5.16 GBd7e94a4d9f1cc78986e2db7722ceb9f18193c7688f20f06aa726cbc3e899096d
model-00013-of-00013.safetensors3.10 GBa8abf49e31e8d5a49321eee43fe287c97eabdd50898221139a2759de66ef6d2d
model.safetensors.index.json66.3 KB3c2944aa56a9b146621f026f491393f6db7099c99b7938f2196c011b7f21a339
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json7.03 MBa8506e7111b80c6d8635951a02eab0f4e1a8e4e5772da83846579e97b16f61bf
tokenizer_config.json7.31 KB7e88129d9769a0b14b1587a7d5e829fe93ac0e1511636471fdfc0811951418e6
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
f1f5505e90 pinned now2026-11-15 03:41 UTC23 files · 65.5 GB

Use it

$ fw get mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
# manifest sha256 b6aab44eddae… · 65.5 GB · 23 files
$ fw verify ./Qwen2.5-Coder-32B-Instruct-bf16 mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
fw.pyChecks 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-32B-Instruct-bf16.json --dir ./Qwen2.5-Coder-32B-Instruct-bf16 $ python3 fw.py verify ./Qwen2.5-Coder-32B-Instruct-bf16 ./mlx-community__Qwen2.5-Coder-32B-Instruct-bf16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen2.5-Coder-32B-Instruct-bf16 --revision f1f5505e901e6180b44b87181508f524ca77dedc --local-dir ./Qwen2.5-Coder-32B-Instruct-bf16
transformersLoad 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-32B-Instruct-bf16", revision="f1f5505e901e6180b44b87181508f524ca77dedc") model = AutoModelForCausalLM.from_pretrained("mlx-community/Qwen2.5-Coder-32B-Instruct-bf16", revision="f1f5505e901e6180b44b87181508f524ca77dedc", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/Qwen2.5-Coder-32B-Instruct-bf16 --revision f1f5505e901e6180b44b87181508f524ca77dedc
Run at home

License

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
ed1c92a0442965b75266f9acb738dc7e719ce5437a4602fa01f9ed11be8c689b
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: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.qwenSubject: Qwen2.5-Coder-32B-Instruct-bf16Date: 2026-11-15Commit: f1f5505Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
Pinned commit
f1f5505e901e6180b44b87181508f524ca77dedc
Manifest
Qwen2.5-Coder-32B-Instruct-bf16.json · .minisig
Manifest sha256
b6aab44eddaef85fdfc85062c97ac88d6cc6d8e6b7d4996b29595165486fdf95
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:41 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5-Coder-32B-Instruct-bf16.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/Qwen2.5-Coder-32B-Instruct-bf16.json.minisig $ minisign -Vm Qwen2.5-Coder-32B-Instruct-bf16.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

Parent

Qwen/Qwen2.5-Coder-32B-Instruct · this model is a finetune of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/Qwen2.5-Coder-32B-Instruct-bf16
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. Qwen2.5-Coder-32B-Instruct-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/Qwen2.5-Coder-32B-Instruct-bf16

Related models

All of alt.freeweights.qwen →
From: BAAI <huggingface.co/BAAI>Subject: Aquila-VL-2B-llava-qwen
From: Perciqa <huggingface.co/Perciqa>Subject: Aurora-Code-1
From: BAAI <huggingface.co/BAAI>Subject: bge-reasoner-embed-qwen3-8b-0923
From: amazon <huggingface.co/amazon>Subject: BMOJOF-primed-HQwen3-8B-Instruct
From: nbeerbower <huggingface.co/nbeerbower>Subject: Bubba-Qwen3.6-27B-LoRA
From: bartowski <huggingface.co/bartowski>Subject: bytkim_Qwen3.8-27B-pi-GGUF