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alt.freeweights.mistral / Mistral-Nemo-Instruct-2407-bnb-4bit
From: unsloth <huggingface.co/unsloth>Newsgroups: alt.freeweights.mistralSubject:

Mistral-Nemo-Instruct-2407-bnb-4bit

Date: 2026-11-15Commit: a8e82a9Signed: 2DC28CC7B26A283B ✓

Text generation model with 12.6B parameters. Safetensors weights, 8.35 GB in all. Published by unsloth under Apache-2.0.

12.6B params8.35GBMistral-Nemo-Instruct-2407-bnb-4bitsafetensorspermissive
FactsParams12.6BSize8.35 GBFormatssafetensorsTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
# manifest sha256 7d5cc8bf8c34… · 8.35 GB · 13 files
$ fw verify ./Mistral-Nemo-Instruct-2407-bnb-4bit unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
From sourceHosted (signed)unsloth/Mistral-Nemo-Instruct-2407-bnb-4bitLast check: 2026-11-15 02:47 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
8.35 GB
Weights
8.31 GB (safetensors)
Parameters
12.6B
Formats
safetensors
Task
text generation
License
Apache-2.0 (permissive)
Files
13, each with a sha256
Publisher
unsloth
Added
2026-11-15
Section
alt.freeweights.mistral
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 02:47 UTCpassed

Model card

From the publisher at commit a8e82a9. 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 free Google Colab Tesla T4 notebook for Mistral Nemo 12b here: https://colab.research.google.com/drive/17d3U-CAIwzmbDRqbZ9NnpHxCkmXB6LZ0?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
Llama-3 8b▶️ Start on Colab2.4x faster58% less
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

13 files · 8.35 GBWeights 8.31 GB (safetensors). Sizes and sha256 from the signed manifest.
Hide all 13 files with their sha256
FileSizesha256
.gitattributes1.62 KB1e11e8e6b9eb852a71eadd8fe191d4b9e329eb81308602dec19ab16da7e172b2
README.md3.25 KB7f277442ead8c785a92bdb1eff7d7440d3e09854f112ad592619f214d0e11295
config.json1.30 KBc9bfe544e9d724dbc7bd8ea5f135b97c371ba34d36a850e5bbde9601e24b8def
generation_config.json162 B1e4b03eaaa5e7c3240222639aee255b58f05feef1ae617dcab408e798bd9920d
merges.txt3.13 MB4e4d41c64d2ed2e26713ae7af7c958b07df532a6f4498dffa9a2cf7f4c6c0aa6
model-00001-of-00002.safetensors5.00 GB58e54e7bd8c2032dbd226c09c295dfb8690b375767054af5514666e0eee77db9
model-00002-of-00002.safetensors3.31 GB0c5df517f1c37f783d741425bc5b3f6a3b78cad6f2169a8e4ac1f185fcea77da
model.safetensors.index.json165 KB73171686d26bed7fe65432440986576611317d222256c3825979d7125dc24358
special_tokens_map.json552 B358c249e2fb29060c6b73157d428853b0c48710deffc8ee670ab1013880946c9
tekken.json14.8 MBeccd1665d2e477697c33cb7f0daa6f6dfefc57a0a6bceb66d4be52952f827516
tokenizer.json17.1 MBb0240ce510f08e6c2041724e9043e33be9d251d1e4a4d94eb68cd47b954b61d2
tokenizer_config.json181 KB92d19ad7f909f31171243d4b15af2ec019b3ee8886caaa869244962be5ee37ce
vocab.json2.47 MB8572e8853a6b2f2d830de4afa15d43c49257d367abf3c5fd2f6f7687bcd8f63d
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
a8e82a9343 pinned now2026-11-15 02:47 UTC13 files · 8.35 GB

Use it

$ fw get unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
# manifest sha256 7d5cc8bf8c34… · 8.35 GB · 13 files
$ fw verify ./Mistral-Nemo-Instruct-2407-bnb-4bit unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit.json --dir ./Mistral-Nemo-Instruct-2407-bnb-4bit $ python3 fw.py verify ./Mistral-Nemo-Instruct-2407-bnb-4bit ./unsloth__Mistral-Nemo-Instruct-2407-bnb-4bit.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit --revision a8e82a934394c6858f5ee545fa55e1e8cc67065f --local-dir ./Mistral-Nemo-Instruct-2407-bnb-4bit
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/Mistral-Nemo-Instruct-2407-bnb-4bit", revision="a8e82a934394c6858f5ee545fa55e1e8cc67065f") model = AutoModelForCausalLM.from_pretrained("unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit", revision="a8e82a934394c6858f5ee545fa55e1e8cc67065f", device_map="auto")
vLLMServe an OpenAI-compatible API.
$ HF_ENDPOINT=https://freeweights.allternit.com vllm serve unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit --revision a8e82a934394c6858f5ee545fa55e1e8cc67065f
Run at home

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
7f277442ead8c785a92bdb1eff7d7440d3e09854f112ad592619f214d0e11295
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.mistralSubject: Mistral-Nemo-Instruct-2407-bnb-4bitDate: 2026-11-15Commit: a8e82a9Signed: 2DC28CC7B26A283B ✓
Upstream
unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit
Pinned commit
a8e82a934394c6858f5ee545fa55e1e8cc67065f
Manifest
Mistral-Nemo-Instruct-2407-bnb-4bit.json · .minisig
Manifest sha256
7d5cc8bf8c342287c9f4c8208ee6476bd4dca483e5cf2a1933a5294fec0f43b1
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 02:47 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit.json $ curl -O https://freeweights.allternit.com/manifests/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit.json.minisig $ minisign -Vm Mistral-Nemo-Instruct-2407-bnb-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 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/Mistral-Nemo-Instruct-2407-bnb-4bit
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. Mistral-Nemo-Instruct-2407-bnb-4bit.json. Provenance. Takedown history: none.
Source
huggingface.co/unsloth/Mistral-Nemo-Instruct-2407-bnb-4bit

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