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alt.freeweights.text / sarvam-m-GGUF
From: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject:

sarvam-m-GGUF

Date: 2026-11-15Commit: 95293cbSigned: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 71.1 GB in all. Published by lmstudio-community under Apache-2.0.

text71.1GBsarvam-m-GGUFggufpermissive
FactsParamsnot statedSize71.1 GBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get lmstudio-community/sarvam-m-GGUF
# manifest sha256 bd07ad55dbd3… · 71.1 GB · 6 files
$ fw verify ./sarvam-m-GGUF lmstudio-community/sarvam-m-GGUF
From sourceHosted (signed)lmstudio-community/sarvam-m-GGUFLast check: 2026-11-15 05:21 UTC
Run at homeGet help

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

Quantized of sarvam-m.

Works with

Run14Convert1Evaluate13Scan12Apps58

Convert with

ggml
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
71.1 GB
Weights
12.4 GB (smallest of 4 GGUF variants)
Parameters
not stated
Formats
gguf
Task
text generation
License
Apache-2.0 (permissive)
Files
6, each with a sha256
Publisher
lmstudio-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: sarvamai/sarvam-m

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 05:21 UTCpassed

Model card

From the publisher at commit 95293cb. Shown as plain text with links; images open at the publisher.

💫 Community Model> sarvam m by Sarvamai#

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

Model creator: sarvamai

Original model: sarvam-m

GGUF quantization: provided by bartowski based on llama.cpp release b5490

Technical Details#

Supports a context length of 32k tokens

Multilingual hybrid-reasoning based on Mistral Small

Improved performance in Indian, math, and coding

Check their blog post here: https://www.sarvam.ai/blogs/sarvam-m

Special thanks#

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

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

6 files · 71.1 GBWeights 12.4 GB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.
Hide all 6 files with their sha256
FileSizesha256
.gitattributes1.74 KBf24963e8dbf72c2c4922468d897fe1a888866dba29f6179b219e47a69b751995
README.md2.49 KBa6d4669746e97638a138976b5c3464a3334b86e19ac5da4b3b633ff457a62591
sarvam-m-Q3_K_L.gguf12.4 GBc6f38074d77a07f3fbef654c1690420c084b2388a57f08a2e512ac05281bf917
sarvam-m-Q4_K_M.gguf14.3 GB78d93c70d697591961421eb509acf4adf8779402b7c8eca497677ea98e47db83
sarvam-m-Q6_K.gguf19.3 GB8d9b083bb07f1686ecb018be5ff18c753578853c4a95103fb02f0eea3ce37b57
sarvam-m-Q8_0.gguf25.1 GB0282cd849fc8eb85b21b1213b8614f37150244e77e0dbf4391b5bb8fc5da1248
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
95293cb9c6 pinned now2026-11-15 05:21 UTC6 files · 71.1 GB

Use it

$ fw get lmstudio-community/sarvam-m-GGUF
# manifest sha256 bd07ad55dbd3… · 71.1 GB · 6 files
$ fw verify ./sarvam-m-GGUF lmstudio-community/sarvam-m-GGUF
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/lmstudio-community/sarvam-m-GGUF.json --dir ./sarvam-m-GGUF $ python3 fw.py verify ./sarvam-m-GGUF ./lmstudio-community__sarvam-m-GGUF.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/sarvam-m-GGUF --revision 95293cb9c641ed644c1d7a78d12053165c241cbf --local-dir ./sarvam-m-GGUF
llama.cppDownload one GGUF variant (sarvam-m-Q3_K_L, 12.4 GB), then serve it.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/sarvam-m-GGUF --include "sarvam-m-Q3_K_L*" --local-dir ./sarvam-m-GGUF $ llama-server -m ./sarvam-m-GGUF/sarvam-m-Q3_K_L.gguf
OllamaMake an Ollama model from the downloaded file.
$ printf 'FROM ./sarvam-m-GGUF/sarvam-m-Q3_K_L.gguf\n' > Modelfile $ ollama create sarvam-m-gguf -f Modelfile
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
a6d4669746e97638a138976b5c3464a3334b86e19ac5da4b3b633ff457a62591
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: lmstudio-community <huggingface.co/lmstudio-community>Newsgroups: alt.freeweights.textSubject: sarvam-m-GGUFDate: 2026-11-15Commit: 95293cbSigned: 2DC28CC7B26A283B ✓
Upstream
lmstudio-community/sarvam-m-GGUF
Pinned commit
95293cb9c641ed644c1d7a78d12053165c241cbf
Manifest
sarvam-m-GGUF.json · .minisig
Manifest sha256
bd07ad55dbd3d93f69f68fd32d8069e97c98531aec6aa3ac1159bea72fbf0e5e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/sarvam-m-GGUF.json $ curl -O https://freeweights.allternit.com/manifests/lmstudio-community/sarvam-m-GGUF.json.minisig $ minisign -Vm sarvam-m-GGUF.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

sarvamai/sarvam-m · this model is a quantization of it

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

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download lmstudio-community/sarvam-m-GGUF
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. sarvam-m-GGUF.json. Provenance. Takedown history: none.
Source
huggingface.co/lmstudio-community/sarvam-m-GGUF

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