From: <huggingface.co/unsloth> Newsgroups: alt.freeweights.gemmaSubject: gemma-2b-it Date: 2026-11-15Commit: 5ae754dSigned: 2DC28CC7B26A283B ✓ Text generation model with 2.5B parameters. Safetensors weights, 5.03 GB in all. Published by unsloth under Apache-2.0.
2.5B params 5.03 GB gemma-2b-it safetensors permissive Facts Params 2.5B Size 5.03 GB Formats safetensors Task text generation License Apache-2.0 permissive
fw
$ fw get unsloth/gemma-2b-it
# manifest sha256 1db410dcfb64… · 5.03 GB · 9 files
$ fw verify ./gemma-2b-it unsloth/gemma-2b-itHosted (signed) unsloth/gemma-2b-it Last check: 2026-11-15 02:41 UTC
Get help: custom fine-tune or private deploy. We review your setup before we quote.
Works with
Runs with Ranked by fit to this model (safetensors), then by GitHub stars.
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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
Badge Host Last check Result huggingface.co 2026-11-15 02:41 UTC passed
Model card From the publisher at commit
5ae754d . Shown as plain text with links; images open at the publisher.
Files 9 files · 5.03 GB Weights 5.01 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 9 files with their sha256 File Size sha256 .gitattributes 1.57 KB 34448b82c17d60fec9b65b1f093c115ddbaadc04beb1b0140b6bfed2e012a930 README.md 2.92 KB 68b2ef654e6198cb54455e43c245089de07d118cd760738d1d94191cd1cc5779 config.json 724 B 90fd9a9035ea6cadd4fb7b3d2d0762fae249e492aa43f68b78645474c5987e88 generation_config.json 154 B 4358ba9459393634465be72b3428013c0e946aef4c18f50f26f94443070d3f8a model.safetensors 5.01 GB 8fdf067bdfd010c75d8c4c0508fe45f4567c6097f3193928501d63a05020e0e6 special_tokens_map.json 636 B baec30ea10906f16adb8c18af7a34023002c1746542612b8b41c9f09e1351351 tokenizer.json 17.5 MB 7da53ca29fb16f6b2489482fc0bc6a394162cdab14d12764a1755ebc583fea79 tokenizer.model 4.24 MB 61a7b147390c64585d6c3543dd6fc636906c9af3865a5548f27f31aee1d4c8e2 tokenizer_config.json 40.6 KB 0807d35bd578032f64c7d0f9aeff6c75905dbc4fd6dbbc347bc3533747b81060
Versions Each time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commit Date Contents 5ae754dee0 pinned now 2026-11-15 02:41 UTC 9 files · 5.03 GB
Use it fw
$ fw get unsloth/gemma-2b-it
# manifest sha256 1db410dcfb64… · 5.03 GB · 9 files
$ fw verify ./gemma-2b-it unsloth/gemma-2b-itfw.py Checks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it.json --dir ./gemma-2b-it
$ python3 fw.py verify ./gemma-2b-it ./unsloth__gemma-2b-it.jsonhf The Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT =https://freeweights.allternit.com hf download unsloth/gemma-2b-it --revision 5ae754dee0b5cbf7f7fb39a7731aefa6b7987c2d --local-dir ./gemma-2b-ittransformers Load the weights in Python.
import os
os.environ["HF_ENDPOINT" ] = "https://freeweights.allternit.com"
from transformers import AutoModelForCausalLM, AutoTokenizer
tok = AutoTokenizer.from_pretrained("unsloth/gemma-2b-it", revision="5ae754dee0b5cbf7f7fb39a7731aefa6b7987c2d")
model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-2b-it", revision="5ae754dee0b5cbf7f7fb39a7731aefa6b7987c2d", device_map="auto")vLLM Serve an OpenAI-compatible API.
$ HF_ENDPOINT =https://freeweights.allternit.com vllm serve unsloth/gemma-2b-it --revision 5ae754dee0b5cbf7f7fb39a7731aefa6b7987c2dLicense 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 68b2ef654e6198cb54455e43c245089de07d118cd760738d1d94191cd1cc5779 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/unsloth> Newsgroups: alt.freeweights.gemmaSubject: gemma-2b-it Date: 2026-11-15Commit: 5ae754dSigned: 2DC28CC7B26A283B ✓ Upstream unsloth/gemma-2b-it Pinned commit 5ae754dee0b5cbf7f7fb39a7731aefa6b7987c2d Manifest gemma-2b-it.json · .minisig Manifest sha256 1db410dcfb6444a34f9c2e7453fa73483a3201f7055529ff98617c915f291c6a Signature minisign, Ed25519, key 2DC28CC7B26A283B Created 2026-11-15 02:41 UTC Generator freeweights-manifest/0.1.0 Takedowns None. How to verify
$ curl -O https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it.json
$ curl -O https://freeweights.allternit.com/manifests/unsloth/gemma-2b-it.json.minisig
$ minisign -Vm gemma-2b-it.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
$ HF_ENDPOINT =https://freeweights.allternit.com hf download unsloth/gemma-2b-itOpen in Freeweights Studio Pull, verify and run it in the Allternit app on Desktop, web or phone.
gemma 2.17 GB Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128 safetensors permissive Facts Params not stated Size 2.17 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128 gemma 1.13 GB Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64 safetensors permissive Facts Params not stated Size 1.13 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64 gemma 2.14 GB Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128 safetensors permissive Facts Params not stated Size 2.14 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128 gemma 2.17 GB Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128 safetensors permissive Facts Params not stated Size 2.17 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128 gemma 1.12 GB Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64 safetensors permissive Facts Params not stated Size 1.12 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64 gemma 1.15 GB Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128 safetensors permissive Facts Params not stated Size 1.15 GB Formats safetensors Task text generation License CC-BY-4.0 permissive flip From: laion <huggingface.co/laion> Subject: Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128
unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.gemmaSubject: 
