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alt.freeweights.text / LiquidCode-2.5-24B-A2B
From: ItachiSan <huggingface.co/ItachiSan>Newsgroups: alt.freeweights.textSubject:

LiquidCode-2.5-24B-A2B

Date: 2026-11-15Commit: 26ec365Signed: 2DC28CC7B26A283B ✓

Text generation model with 24B parameters. Safetensors weights, 54.8 GB in all. Published by ItachiSan under LFM-1.0 (custom).

24B params54.8GBLiquidCode-2.5-24B-A2Bsafetensorscustom terms
FactsParams24BSize54.8 GBFormatssafetensorsTasktext generationLicenseLFM-1.0 (custom)From sourcecustom termsread terms
# custom terms: read the license before you download
$ fw get ItachiSan/LiquidCode-2.5-24B-A2B
# manifest sha256 07ac019fbf15… · 54.8 GB · 34 files
$ fw verify ./LiquidCode-2.5-24B-A2B ItachiSan/LiquidCode-2.5-24B-A2B
From sourceHosted (signed)ItachiSan/LiquidCode-2.5-24B-A2BLast check: 2026-11-15 03:30 UTC
Run at homeGet help

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

Works with

Run24Fine-tune29Convert15Evaluate13Scan13Apps58
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
54.8 GB
Weights
53.4 GB (safetensors)
Parameters
24B
Formats
safetensors
Task
text generation
License
LFM-1.0 (custom) (custom)
Files
34, each with a sha256
Publisher
ItachiSan
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: LiquidAI/LFM2.5-24B-A2B

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 03:30 UTCpassed

Model card

From the publisher at commit 26ec365. Shown as plain text with links; images open at the publisher.

Uploaded finetuned model#

  • Developed by: ItachiSan
  • License: apache-2.0
  • Finetuned from model : LiquidAI/LFM2.5-24B-A2B

This lfm2_moe model was trained 2x faster with Unsloth and Huggingface's TRL library.

https://github.com/unslothai/unsloth

Files

34 files · 54.8 GBWeights 53.4 GB (safetensors). Sizes and sha256 from the signed manifest.
Show all 34 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
JOURNEY.md1.91 KB27cc4bc7ff15e6c4dacedfd907f1e25d8e5d0574b77b7d9d331f875d9637fe4f
README.md578 B4b12645a71d9c4c28502ed3780ac6a01b0b18db6c29257b6d5ef9cc716e0a607
adapter_config.json2.30 KB72fadc478148c181112ff003b3fc7103c501f4679a1e3c42ff074fac5a57eb8c
adapter_model.safetensors2.74 GBae6a2de69a3fa466b09d73f79e0da39445463f6e1efdea42ea3e2b4fc8beb057
chat_template.jinja5.44 KBea663864491de7ade391839479860ca95541f892f72665c73251fbd4643b1bef
config.json1.45 KB216465d431e3ba636c34789cd7470630813f7f417a86ec881d60b2ad2152e9f8
generation_config.json353 Bf3dc221c022d971bc2048ddf8427d6ea8714167808bbbf0e1b03df3c930e66dc
last-checkpoint/README.md5.22 KBf6846d162f53fdf2a509c599577ef0d97e225415b97e8f679412fcf1dda57b5b
last-checkpoint/adapter_config.json2.30 KB72fadc478148c181112ff003b3fc7103c501f4679a1e3c42ff074fac5a57eb8c
last-checkpoint/adapter_model.safetensors2.74 GBae6a2de69a3fa466b09d73f79e0da39445463f6e1efdea42ea3e2b4fc8beb057
last-checkpoint/chat_template.jinja5.44 KBea663864491de7ade391839479860ca95541f892f72665c73251fbd4643b1bef
last-checkpoint/optimizer.pt1.39 GBc80f17132cbab316ca6569dde7c198312e6eabe1ed7bec1b8d9c76f443466a38
last-checkpoint/rng_state.pth14.6 KB7687932e55f71d6428995bb2034f447743a80421cc89fa68cf6f3ec266a96caa
last-checkpoint/scheduler.pt1.47 KBc0fdb4abfb71d9d19cc1d3972a93139abf30cdb152abeebcc96056163a4f1c54
last-checkpoint/tokenizer.json17.9 MB695be7802a0e4b8a81048f0ff5ebb7fc811a0ba5a6be63dbb24deb5a81096f41
last-checkpoint/tokenizer_config.json23.4 KB72879ac49d7e1c8ea9e188a92d3bfb2736a715057c6ffddb0ef4375fbd94c96e
last-checkpoint/trainer_state.json74.3 KB30db80b38089262724fd3679cb6bd6ac3eeb3f4368e512552fcbfa44e47a3b57
last-checkpoint/training_args.bin6.16 KB74652441b4fb5ba149a908d463e01ee32b0342ae8e3fd936818d370b4c391399
model-00001-of-00010.safetensors4.63 GBfe9c3217d06875713aeb413f4fde76bce70f5384c9850fac0b65c535686e471f
model-00002-of-00010.safetensors4.95 GBdc88c257c302f6e37cf0d4f217eced740f6a5dddee9492c21fa36ab6729728b6
model-00003-of-00010.safetensors4.95 GB51f9da9024ec8a323c8f5d13e74fa309db201482f1933faf7f26245903a84ab2
model-00004-of-00010.safetensors4.95 GB350f76dea2177b341a576a4729f93acf1430fbd048245cfa467f3be4e8be0362
model-00005-of-00010.safetensors4.95 GB4cec7120035ed575626c12c69af346de764001ed12427a12ebe01ddbc96e1745
model-00006-of-00010.safetensors4.95 GBf68072e695b0e90775bc167faa99b4e09ae3b71c266178cc4866dada4d808eea
model-00007-of-00010.safetensors4.95 GBd972faae9d8159a26ee0e68f31b8f044cfbae98a64a68c343bb36aa597743cbd
model-00008-of-00010.safetensors4.95 GB303776034336ebae03eb475ba306aabc7f093742c0104d69cd245c4fa650333f
model-00009-of-00010.safetensors4.95 GBb37d5df2dc24539b1e711127a1a963960e17482c7694a2fc4a8869fc11bbc87f
model-00010-of-00010.safetensors3.68 GBee8336ef1ca54eea68be1be1ae6dbad74ed88b5db298e7e916c6504b4e15aa89
model.safetensors.index.json701 KBb3c3d025ee3b7e78ca3d6160d1be872d85ff03272c64b0c2b5fc85a6f36c622f
notebook.py35.6 KB005a64d3d61255e983a27d1ee36792f78f056dacc9bab00b37f28a0ed805945e
tokenizer.json17.9 MB695be7802a0e4b8a81048f0ff5ebb7fc811a0ba5a6be63dbb24deb5a81096f41
tokenizer_config.json29.1 KB76d183752b06283464ae67d9332c8b5c2a43d56fa9680770139fe59211fbb583
training_args.bin6.16 KB74652441b4fb5ba149a908d463e01ee32b0342ae8e3fd936818d370b4c391399
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
26ec365c5c pinned now2026-11-15 03:30 UTC34 files · 54.8 GB

Use it

# custom terms: read the license before you download
$ fw get ItachiSan/LiquidCode-2.5-24B-A2B
# manifest sha256 07ac019fbf15… · 54.8 GB · 34 files
$ fw verify ./LiquidCode-2.5-24B-A2B ItachiSan/LiquidCode-2.5-24B-A2B
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/ItachiSan/LiquidCode-2.5-24B-A2B.json --dir ./LiquidCode-2.5-24B-A2B $ python3 fw.py verify ./LiquidCode-2.5-24B-A2B ./ItachiSan__LiquidCode-2.5-24B-A2B.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ItachiSan/LiquidCode-2.5-24B-A2B --revision 26ec365c5c2c0ead455adf9234e76e756bd9e49e --local-dir ./LiquidCode-2.5-24B-A2B
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("ItachiSan/LiquidCode-2.5-24B-A2B", revision="26ec365c5c2c0ead455adf9234e76e756bd9e49e") model = AutoModelForCausalLM.from_pretrained("ItachiSan/LiquidCode-2.5-24B-A2B", revision="26ec365c5c2c0ead455adf9234e76e756bd9e49e", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve ItachiSan/LiquidCode-2.5-24B-A2B --revision 26ec365c5c2c0ead455adf9234e76e756bd9e49e
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
Inherited from the base model LiquidAI/LFM2.5-24B-A2B: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
4b12645a71d9c4c28502ed3780ac6a01b0b18db6c29257b6d5ef9cc716e0a607
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: ItachiSan <huggingface.co/ItachiSan>Newsgroups: alt.freeweights.textSubject: LiquidCode-2.5-24B-A2BDate: 2026-11-15Commit: 26ec365Signed: 2DC28CC7B26A283B ✓
Upstream
ItachiSan/LiquidCode-2.5-24B-A2B
Pinned commit
26ec365c5c2c0ead455adf9234e76e756bd9e49e
Manifest
LiquidCode-2.5-24B-A2B.json · .minisig
Manifest sha256
07ac019fbf15244178161a3b78a17307f3fe2a131213d020d0ae7a5b5da5b4b8
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:30 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/ItachiSan/LiquidCode-2.5-24B-A2B.json $ curl -O https://freeweights.allternit.com/manifests/ItachiSan/LiquidCode-2.5-24B-A2B.json.minisig $ minisign -Vm LiquidCode-2.5-24B-A2B.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/LFM2.5-24B-A2B (not in this catalog) · this model is a finetune of it

1 model in the catalog name this one as their parent.

Quantizations
1
Quantizations 1
Get it
Read license, then download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download ItachiSan/LiquidCode-2.5-24B-A2B
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. LiquidCode-2.5-24B-A2B.json. Provenance. Takedown history: none.
Source
huggingface.co/ItachiSan/LiquidCode-2.5-24B-A2B

Variants

1 quantized or adapter build of LiquidCode-2.5-24B-A2B. Each has its own license check and page.

SubjectSizeParamsLicenseDate
ItachiSan_LiquidCode-2.5-24B-A2B-GGUFHosted (signed) From: bartowski in alt.freeweights.text378 GB—Custom terms2026-11-15

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