From: <huggingface.co/mlx-community> Newsgroups: alt.freeweights.olmoSubject: OLMoE-1B-7B-0125-4bit Date: 2026-11-15Commit: 23511b9Signed: 2DC28CC7B26A283B ✓ Text generation model with 6.9B parameters. Safetensors weights, 3.90 GB in all. Published by mlx-community under Apache-2.0.
6.9B params 3.90 GB OLMoE-1B-7B-0125-4bit safetensors permissive Facts Params 6.9B Size 3.90 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get mlx-community/OLMoE-1B-7B-0125-4bit
# manifest sha256 71998fb42316… · 3.90 GB · 8 files
$ fw verify ./OLMoE-1B-7B-0125-4bit mlx-community/OLMoE-1B-7B-0125-4bitHosted (signed) mlx-community/OLMoE-1B-7B-0125-4bit Last check: 2026-11-15 05:16 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Quantized of OLMoE-1B-7B-0125 .
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 3.90 GB
Weights 3.89 GB (safetensors)
Parameters 6.9B
Formats safetensors
Task text generation
License Apache-2.0 (permissive)
Files 8, each with a sha256
Publisher mlx-community
Added 2026-11-15
Section alt.freeweights.olmo Lineage
Original release from the publisher.
Base model: allenai/OLMoE-1B-7B-0125
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 05:16 UTC passed
Model card From the publisher at commit
23511b9 . Shown as plain text with links; images open at the publisher.
The Model mlx-community/OLMoE-1B-7B-0125-4bit was converted to MLX format from allenai/OLMoE-1B-7B-0125 using mlx-lm version 0.21.6 .
Use with mlx#
from mlx_lm import load, generate
model, tokenizer = load("mlx-community/OLMoE-1B-7B-0125-4bit")
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 8 files · 3.90 GB Weights 3.89 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 8 files with their sha256 File Size sha256 .gitattributes 1.52 KB 11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361 README.md 949 B 9c0060fb58e5410daf68078975eedb9be66da2a6af70119c3aedf5762f60e7cf config.json 992 B 70a9e612d081921d4aea864150c73f544c195167513e95cf257c8dfd18ee724d model.safetensors 3.89 GB 48bcb84cd35c6ff273d0c2028319448d1ab9296a92710164276e8551059895a7 model.safetensors.index.json 33.2 KB 37b049b3dc5375d1446ccddd628834869743d863d5a56380d64789399ac766c2 special_tokens_map.json 293 B a6188c1e366f8ed715e60ff39c46a8c500fc33508e2affeb23e8c547c5853193 tokenizer.json 3.57 MB ff3f2a2fc3b88f6f8504650e2ebb8e018bc4206a90eb41f1a9ff351e02e44ff9 tokenizer_config.json 5.40 KB 4054b570753cfb3a9fa6fe6f8fbcc0dd4e70d9b5976396ec9a28ebeeb682bf91
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 23511b9407 pinned now 2026-11-15 05:16 UTC 8 files · 3.90 GB
Use it fw
$ fw get mlx-community/OLMoE-1B-7B-0125-4bit
# manifest sha256 71998fb42316… · 3.90 GB · 8 files
$ fw verify ./OLMoE-1B-7B-0125-4bit mlx-community/OLMoE-1B-7B-0125-4bitfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/mlx-community/OLMoE-1B-7B-0125-4bit.json --dir ./OLMoE-1B-7B-0125-4bit
$ python3 fw.py verify ./OLMoE-1B-7B-0125-4bit ./mlx-community__OLMoE-1B-7B-0125-4bit.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download mlx-community/OLMoE-1B-7B-0125-4bit --revision 23511b9407e0d69bebdcb091ef5353a59f464a99 --local-dir ./OLMoE-1B-7B-0125-4bittransformers 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/OLMoE-1B-7B-0125-4bit", revision="23511b9407e0d69bebdcb091ef5353a59f464a99")
model = AutoModelForCausalLM.from_pretrained("mlx-community/OLMoE-1B-7B-0125-4bit", revision="23511b9407e0d69bebdcb091ef5353a59f464a99", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve mlx-community/OLMoE-1B-7B-0125-4bit --revision 23511b9407e0d69bebdcb091ef5353a59f464a99License 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 9c0060fb58e5410daf68078975eedb9be66da2a6af70119c3aedf5762f60e7cf 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.olmoSubject: OLMoE-1B-7B-0125-4bit Date: 2026-11-15Commit: 23511b9Signed: 2DC28CC7B26A283B ✓ Upstream mlx-community/OLMoE-1B-7B-0125-4bit Pinned commit 23511b9407e0d69bebdcb091ef5353a59f464a99 Manifest OLMoE-1B-7B-0125-4bit.json · .minisig Manifest sha256 71998fb423165007c055dca1668546eb7cccd74cb10acecb8fe5374d4c9dad39 Signature minisign, Ed25519, key 2DC28CC7B26A283B Created 2026-11-15 05:16 UTC Generator freeweights-manifest/0.1.0 Takedowns None. How to verify
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/OLMoE-1B-7B-0125-4bit.json
$ curl -O https://freeweights.allternit.com/manifests/mlx-community/OLMoE-1B-7B-0125-4bit.json.minisig
$ minisign -Vm OLMoE-1B-7B-0125-4bit.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/OLMoE-1B-7B-0125-4bitOpen in Freeweights Studio Pull, verify and run it in the Allternit app on Desktop, web or phone.
olmo 114 GB allenai_Olmo-3-7B-Instruct-GGUF gguf permissive Facts Params not stated Size 114 GB Formats gguf Task text generation License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_Olmo-3-7B-Instruct-GGUF olmo 114 GB allenai_Olmo-3-7B-Think-GGUF gguf permissive Facts Params not stated Size 114 GB Formats gguf Task text generation License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_Olmo-3-7B-Think-GGUF olmo 520 GB allenai_Olmo-3.1-32B-Instruct-GGUF gguf permissive Facts Params not stated Size 520 GB Formats gguf Task text generation License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_Olmo-3.1-32B-Instruct-GGUF olmo 520 GB allenai_Olmo-3.1-32B-Think-GGUF gguf permissive Facts Params not stated Size 520 GB Formats gguf Task text generation License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_Olmo-3.1-32B-Think-GGUF olmo 123 GB allenai_olmOCR-2-7B-1025-GGUF gguf permissive Facts Params not stated Size 123 GB Formats gguf Task image text to text License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_olmOCR-2-7B-1025-GGUF olmo 106 GB allenai_olmOCR-7B-0225-preview-GGUF gguf permissive Facts Params not stated Size 106 GB Formats gguf Task image text to text License Apache-2.0 permissive flip From: bartowski <huggingface.co/bartowski> Subject: allenai_olmOCR-7B-0225-preview-GGUF
mlx-community <huggingface.co/mlx-community>Newsgroups: alt.freeweights.olmoSubject: 
