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alt.freeweights.lfm / LFM2-1.2B-MLX-bf16
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject:

LFM2-1.2B-MLX-bf16

Date: 2026-11-15Commit: 94bf1c0Signed: 2DC28CC7B26A283B ✓

Text generation model with 1.2B parameters. Safetensors weights, 2.35 GB in all. Published by lmstudio-community under LFM-1.0 (custom).

1.2B params2.35GBLFM2-1.2B-MLX-bf16safetensorscustom terms
FactsParams1.2BSize2.35 GBFormatssafetensorsTasktext generationLicenseLFM-1.0 (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-1.2B-MLX-bf16
# manifest sha256 15f3ed9b7456… · 2.35 GB · 10 files
$ fw verify ./LFM2-1.2B-MLX-bf16 lmstudio-community/LFM2-1.2B-MLX-bf16
From sourceHosted (signed)lmstudio-community/LFM2-1.2B-MLX-bf16Last check: 2026-11-15 00:20 UTC
Run at homeGet help

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

Fine-tune of LFM2-1.2B.

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
2.35 GB
Weights
2.34 GB (safetensors)
Parameters
1.2B
Formats
safetensors
Task
text generation
License
LFM-1.0 (custom) (custom)
Files
10, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.lfm
Lineage

Original release from the publisher.

Base model: LiquidAI/LFM2-1.2B

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 00:20 UTCpassed

Model card

From the publisher at commit 94bf1c0. Shown as plain text with links; images open at the publisher.

💫 Community Model> LFM2-1.2B by LiquidAI#

👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.

Model creator: LiquidAI

Original model: LFM2-1.2B

MLX quantization: provided by LM Studio team using mlx_lm

Technical Details#

Original bfloat16 version of LFM2-1.2B using MLX, optimized for Apple Silicon.

Special thanks#

🙏 Special thanks to the Apple Machine Learning Research team for creating MLX.

Disclaimers#

LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.

Files

10 files · 2.35 GBWeights 2.34 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 10 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md2.31 KB65c27db49fe301fc289c7efbe6638126c2140e9a8ea371d4a5998ba6330d5e73
chat_template.jinja3.16 KBfd34e93727a7a0a13003224dcb97b0fc2debfd955fea4afad29e3d8314cbd079
config.json1.10 KBcb7eebea5fc18862846bc75613592eabbf5f230cc01a9abe1bae3bd1ff1e00e8
generation_config.json137 B0f678f07a00ae4bdeb2b2bd5f37988a4b33a87686d9103fefe08de7a46522373
model.safetensors2.34 GBbb8307b05d44c8dbbd9c3c571efca00667aea6281cde80033579985b949b6f0b
model.safetensors.index.json10.4 KBb541548d92fbb369053287da0f13a567de2e6685c121c138bfd6d84673db92d2
special_tokens_map.json434 B742aefe2b7dec496e8caffdba03a75d0c1a9925d53bd3f3e0d388c96b591b6f4
tokenizer.json4.73 MB98cff83b4f6d7e9d8929bebc62b07e92cf1b3f99c80d16bafe8b84a75448f40b
tokenizer_config.json91.7 KBae59ca89cb66af988cf803d7218ae3d0812ad92dd77641eec996f52cf368adfd
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
94bf1c073b pinned now2026-11-15 00:20 UTC10 files · 2.35 GB

Use it

# custom terms: read the license before you download
$ fw get lmstudio-community/LFM2-1.2B-MLX-bf16
# manifest sha256 15f3ed9b7456… · 2.35 GB · 10 files
$ fw verify ./LFM2-1.2B-MLX-bf16 lmstudio-community/LFM2-1.2B-MLX-bf16
Terms that come with these files. LFM 1.0: commercial use only for organisations under US$10M annual revenue. Keep a copy of the license with the files.
Custom license (custom). Read the license text first. Open this panel to show the commands once you accept its terms.
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-1.2B-MLX-bf16.json --dir ./LFM2-1.2B-MLX-bf16 $ python3 fw.py verify ./LFM2-1.2B-MLX-bf16 ./lmstudio-community__LFM2-1.2B-MLX-bf16.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/LFM2-1.2B-MLX-bf16 --revision 94bf1c073b5dc39ccb484ec4aa431f20b9736741 --local-dir ./LFM2-1.2B-MLX-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("lmstudio-community/LFM2-1.2B-MLX-bf16", revision="94bf1c073b5dc39ccb484ec4aa431f20b9736741") model = AutoModelForCausalLM.from_pretrained("lmstudio-community/LFM2-1.2B-MLX-bf16", revision="94bf1c073b5dc39ccb484ec4aa431f20b9736741", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve lmstudio-community/LFM2-1.2B-MLX-bf16 --revision 94bf1c073b5dc39ccb484ec4aa431f20b9736741
Run at home

License

Name
LFM Open License v1.0
Id
LicenseRef-LFM-1.0
Class
Custom terms
Redistribution
click-through
Listing
Hosted (signed)
Terms
LFM 1.0: commercial use only for organisations under US$10M annual revenue. Keep a copy of the license with the files.
Decided
License as declared by the publisher. No person read it. 2026-11-15
Text in
README.md
Text sha256
65c27db49fe301fc289c7efbe6638126c2140e9a8ea371d4a5998ba6330d5e73
Terms gate
Yes. The commands stay folded until you open them after reading 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: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.lfmSubject: LFM2-1.2B-MLX-bf16Date: 2026-11-15Commit: 94bf1c0Signed: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/LFM2-1.2B-MLX-bf16
Pinned commit
94bf1c073b5dc39ccb484ec4aa431f20b9736741
Manifest
LFM2-1.2B-MLX-bf16.json · .minisig
Manifest sha256
15f3ed9b74562100971361736c0bfba4b501e4e512b5f08104891205be8c99b2
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 00:20 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-1.2B-MLX-bf16.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/LFM2-1.2B-MLX-bf16.json.minisig $ minisign -Vm LFM2-1.2B-MLX-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

LiquidAI/LFM2-1.2B · this model is a finetune of it

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

Get it
Read license, then download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/LFM2-1.2B-MLX-bf16
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. LFM2-1.2B-MLX-bf16.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/LFM2-1.2B-MLX-bf16

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