alt.freeweights.gemma / codegemma-2b
From: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.gemmaSubject:

codegemma-2b

Date: 2026-11-15Commit: 5903569Signed: 2DC28CC7B26A283B ✓

Text generation model with 2.5B parameters. Safetensors weights, 5.03 GB in all. Published by unsloth under Apache-2.0.

2.5B params5.03GBcodegemma-2bsafetensorspermissive
FactsParams2.5BSize5.03 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get unsloth/codegemma-2b
# manifest sha256 df47d381807d… · 5.03 GB · 9 files
$ fw verify ./codegemma-2b unsloth/codegemma-2b
From sourceHosted (signed)unsloth/codegemma-2bLast check: 2026-11-15 03:33 UTC

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

Works with

Overview

Size
5.03 GB
Weights
5.01 GB (safetensors)
Parameters
2.5B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
9, each with a sha256
Publisher
unsloth
Added
2026-11-15
Section
alt.freeweights.gemma
Lineage

Original release from the publisher.

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 03:33 UTCpassed

Model card

From the publisher at commit 5903569. Shown as plain text with links; images open at the publisher.

Finetune Mistral, Gemma, Llama 2-5x faster with 70% less memory via Unsloth!#

We have a Google Colab Tesla T4 notebook for CodeGemma 7b here: https://colab.research.google.com/drive/19lwcRk_ZQ_ZtX-qzFP3qZBBHZNcMD1hh?usp=sharing

https://discord.gg/u54VK8m8tk https://ko-fi.com/unsloth https://github.com/unslothai/unsloth

✨ Finetune for Free#

All notebooks are beginner friendly! Add your dataset, click "Run All", and you'll get a 2x faster finetuned model which can be exported to GGUF, vLLM or uploaded to Hugging Face.

Unsloth supportsFree NotebooksPerformanceMemory use
Gemma 7b▶️ Start on Colab2.4x faster58% less
Mistral 7b▶️ Start on Colab2.2x faster62% less
Llama-2 7b▶️ Start on Colab2.2x faster43% less
TinyLlama▶️ Start on Colab3.9x faster74% less
CodeLlama 34b A100▶️ Start on Colab1.9x faster27% less
Mistral 7b 1xT4▶️ Start on Kaggle5x faster\*62% less
DPO - Zephyr▶️ Start on Colab1.9x faster19% less

Files

9 files · 5.03 GBWeights 5.01 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 9 files with their sha256
FileSizesha256
.gitattributes1.57 KB34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930
README.md3.07 KBfd07f0d54ddfc24c021c0184acf88f94910e0d703a09a795ab00da58ad46690f
config.json701 Bd3046487bf69225b2b56547db1946960614f70e181b4da82dbe327da7bef4fac
generation_config.json154 B4358ba9459393634465be72b3428013c0e946aef4c18f50f26f94443070d3f8a
model.safetensors5.01 GB99d4b12f7d89fe2eff1dfc2767e8531d089a43769152fd407d8e4ee92ba50025
special_tokens_map.json555 Bdb82f8bd9b25d14f9c788e6bde64de84d42f1c2538f1c245ba6cb3e872d14b18
tokenizer.json17.5 MB3f8311e1140366e2d063d2f47f5af652e2cce5fdda518a7e5cb7d74524744f7f
tokenizer.model4.24 MB583f2ebd2a1936009b7da991ea255504db68c7a9713a78673d1335a87098966c
tokenizer_config.json46.3 KBdb2d08b948a40f46dc5d9f0f372eb473a1c17056ef2d76dad3727d5348b8ce1e
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
5903569be5 pinned now2026-11-15 03:33 UTC9 files · 5.03 GB

Use it

$ fw get unsloth/codegemma-2b
# manifest sha256 df47d381807d… · 5.03 GB · 9 files
$ fw verify ./codegemma-2b unsloth/codegemma-2b
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/codegemma-2b.json --dir ./codegemma-2b $ python3 fw.py verify ./codegemma-2b ./unsloth__codegemma-2b.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/codegemma-2b --revision 5903569be58fd5a967ef10e9b8ffacbf2f7690dd --local-dir ./codegemma-2b
transformersLoad the weights in Python.
import os os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com" from transformers import AutoModelForCausalLM, AutoTokenizer tok = AutoTokenizer.from_pretrained("unsloth/codegemma-2b", revision="5903569be58fd5a967ef10e9b8ffacbf2f7690dd") model = AutoModelForCausalLM.from_pretrained("unsloth/codegemma-2b", revision="5903569be58fd5a967ef10e9b8ffacbf2f7690dd", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve unsloth/codegemma-2b --revision 5903569be58fd5a967ef10e9b8ffacbf2f7690dd

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
fd07f0d54ddfc24c021c0184acf88f94910e0d703a09a795ab00da58ad46690f
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: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.gemmaSubject: codegemma-2bDate: 2026-11-15Commit: 5903569Signed: 2DC28CC7B26A283B ✓
Upstream
unsloth/codegemma-2b
Pinned commit
5903569be58fd5a967ef10e9b8ffacbf2f7690dd
Manifest
codegemma-2b.json · .minisig
Manifest sha256
df47d381807d2afea069874cab7b5b74e1d243e5c5f2db49088b3ce383beee28
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 03:33 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/unsloth/codegemma-2b.json $ curl -O https://freeweights.allternit.com/manifests/unsloth/codegemma-2b.json.minisig $ minisign -Vm codegemma-2b.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 related models in this catalog.Nothing here lists this model as its parent, and it names no parent.
Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/codegemma-2b
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. codegemma-2b.json. Provenance. Takedown history: none.
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64
From: laion <huggingface.co/laion>Subject: Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128