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alt.freeweights.olmo / OLMo-2-0325-32B-Instruct-4bit
From: mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.olmoSubject:

OLMo-2-0325-32B-Instruct-4bit

Date: 2026-11-15Commit: bcf8581Signed: 2DC28CC7B26A283B ✓

Text generation model with 32.2B parameters. Safetensors weights, 18.1 GB in all. Published by mlx-community under Apache-2.0.

32.2B params18.1GBOLMo-2-0325-32B-Instruct-4bitsafetensorspermissive
FactsParams32.2BSize18.1 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get mlx-community/OLMo-2-0325-32B-Instruct-4bit
# manifest sha256 aebd0345629e… · 18.1 GB · 13 files
$ fw verify ./OLMo-2-0325-32B-Instruct-4bit mlx-community/OLMo-2-0325-32B-Instruct-4bit
From sourceHosted (signed)mlx-community/OLMo-2-0325-32B-Instruct-4bitLast check: 2026-11-15 05:05 UTC
Run at homeGet help

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

Quantized of OLMo-2-0325-32B-Instruct.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
18.1 GB
Weights
18.1 GB (safetensors)
Parameters
32.2B
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.olmo
Lineage

Original release from the publisher.

Base model: allenai/OLMo-2-0325-32B-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 05:05 UTCpassed

Model card

From the publisher at commit bcf8581. Shown as plain text with links; images open at the publisher.

mlx-community/OLMo-2-0325-32B-Instruct-4bit#

The Model mlx-community/OLMo-2-0325-32B-Instruct-4bit was converted to MLX format from allenai/OLMo-2-0325-32B-Instruct using mlx-lm version 0.22.0.

Use with mlx#

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/OLMo-2-0325-32B-Instruct-4bit")

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 · 18.1 GBWeights 18.1 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md978 B2a64b21bf4de5fd66c147afaefd25019bf08961739b87f113d258c09a19bc5ed
config.json855 B9fd4659badeb85f37d6ad4d4e503508ea18acb7e116bc855daa7f3c6f9abe746
merges.txt917 KBb6fe424e334903f7fb84d3a106d9730455f4744b9fe3c21ee136d97a00e72502
model-00001-of-00004.safetensors5.34 GB679e22f6bb3b6a13fbc407be4ebffd2ba943cdbd8aa6f2de0fc8d54f90fe271a
model-00002-of-00004.safetensors5.37 GB1324bb1d57bff326dbfe4e0027cfc75ddad77d7952b5aa2c99b20829f01a8006
model-00003-of-00004.safetensors5.33 GBbc1b7c0e4b0ba5a176fa854b8453c2eaedaa4b5d90972237a591fea790090dae
model-00004-of-00004.safetensors2.09 GBe20e41ece9faca1ad60345af349ed13ddb83a28f13f7773e391047189893e357
model.safetensors.index.json139 KB67d49a78f32ac6a0b7217ab3c65d6ad17bee2d658b5fafd5b9bf4966a45c8449
special_tokens_map.json581 B78afb564e81264029b25f9caf24bda2521d5bdaeff5cd3fdbc01d3da2e8ce2f2
tokenizer.json7.14 MB73fd5254624f39a88e3faac6a8e11300fc3c735ed37880d4f4f08db898eaecca
tokenizer_config.json4.87 KBfff5b9441e8fe1d696eebed3541e719776e5b096692ef38cea68b891fc4f3fc7
vocab.json1.61 MB9e14712c91b37c7aab74b1306baa46ac342d620637a4b44523cdc3aec7d24195
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
bcf85817c3 pinned now2026-11-15 05:05 UTC13 files · 18.1 GB

Use it

$ fw get mlx-community/OLMo-2-0325-32B-Instruct-4bit
# manifest sha256 aebd0345629e… · 18.1 GB · 13 files
$ fw verify ./OLMo-2-0325-32B-Instruct-4bit mlx-community/OLMo-2-0325-32B-Instruct-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/OLMo-2-0325-32B-Instruct-4bit.json --dir ./OLMo-2-0325-32B-Instruct-4bit $ python3 fw.py verify ./OLMo-2-0325-32B-Instruct-4bit ./mlx-community__OLMo-2-0325-32B-Instruct-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download mlx-community/OLMo-2-0325-32B-Instruct-4bit --revision bcf85817c3502e1f974b5abc586f1fc3f81b1632 --local-dir ./OLMo-2-0325-32B-Instruct-4bit
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/OLMo-2-0325-32B-Instruct-4bit", revision="bcf85817c3502e1f974b5abc586f1fc3f81b1632") model = AutoModelForCausalLM.from_pretrained("mlx-community/OLMo-2-0325-32B-Instruct-4bit", revision="bcf85817c3502e1f974b5abc586f1fc3f81b1632", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve mlx-community/OLMo-2-0325-32B-Instruct-4bit --revision bcf85817c3502e1f974b5abc586f1fc3f81b1632
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
2a64b21bf4de5fd66c147afaefd25019bf08961739b87f113d258c09a19bc5ed
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.olmoSubject: OLMo-2-0325-32B-Instruct-4bitDate: 2026-11-15Commit: bcf8581Signed: 2DC28CC7B26A283B ✓
Upstream
mlx-community/OLMo-2-0325-32B-Instruct-4bit
Pinned commit
bcf85817c3502e1f974b5abc586f1fc3f81b1632
Manifest
OLMo-2-0325-32B-Instruct-4bit.json · .minisig
Manifest sha256
aebd0345629e1266d7af12a0b4085b5177fa090529ea37dd3d5c7df93137c0b2
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:05 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/mlx-community/OLMo-2-0325-32B-Instruct-4bit.json $ curl -O https://freeweights.allternit.com/manifests/mlx-community/OLMo-2-0325-32B-Instruct-4bit.json.minisig $ minisign -Vm OLMo-2-0325-32B-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

Parent

allenai/OLMo-2-0325-32B-Instruct · this model is a quantization 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/OLMo-2-0325-32B-Instruct-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. OLMo-2-0325-32B-Instruct-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/mlx-community/OLMo-2-0325-32B-Instruct-4bit

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