alt.freeweights.smollm / Biggie-SmoLlm-0.4B

From: nisten <huggingface.co/nisten>Newsgroups: alt.freeweights.smollmSubject:

Biggie-SmoLlm-0.4B

Date: 2026-11-15Commit: 5a0a8f9Signed: 2DC28CC7B26A283B ✓

Text generation model. Gguf weights, 2.09 GB in all. Published by nisten under Apache-2.0.

smollm2.09GBBiggie-SmoLlm-0.4Bggufpermissive

FactsParamsnot statedSize2.09 GBFormatsggufTasktext generationLicenseApache-2.0From sourcepermissive

$ fw get nisten/Biggie-SmoLlm-0.4B
# manifest sha256 b043d5e89ccf… · 2.09 GB · 13 files
$ fw verify ./Biggie-SmoLlm-0.4B nisten/Biggie-SmoLlm-0.4B

From sourceHosted (signed)nisten/Biggie-SmoLlm-0.4BLast check: 2026-11-15 05:07 UTC

Fine-tune in Studio Get help

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

Quantized of SmolLM-360M-Instruct.

Runs with

BitNet gpu-unlock ik_llama.cpp KoboldCpp

llama.cpp llama-swap llamafile LocalAI Maid mistral.rs

Ollama PocketPal AI RamaLama Text Generation WebUIConvert with

ggmlEvaluate withAutoevals DeepEval

Evaluate HELM

LightEval lm-evaluation-harness OpenCompass Opik Ragas

simple-evals SWE-bench TruLens WeaveScan withAgentDojo AI Fairness 360 DeepTeam Detoxify Fairlearn garak Giskard Guardrails MCP Scanner ModelScan NeMo Guardrails promptfooWorks with

Agent Development Kit AG2 Google AI Edge Gallery Aider any-llm AnythingLLM BAML browser-use CAMEL

Hugging Face Chat UI Chatbox Cherry Studio Cline

Codex CLI Cognee CrewAI DeerFlow DSPy Enchanted Gemini CLI GitHub MCP Server goose GPT Researcher Gradio Graphiti Guidance Hollama Instructor Kilo Code Langflow LangGraph LiteLLM LlamaIndex LLM LocalAGI LoLLMs WebUI MCP Python SDK Mem0 MetaGPT NextChat

Ollama JavaScript

Ollama Python

OpenAI Agents SDK opencode OpenHands oterm Outlines Page Assist

Playwright MCP Portkey AI Gateway PrivateGPT Qwen Code RWKV Runner

Semantic Kernel

smolagents Strands Agents Vane XGrammar

Overview Model card Files Use it License Provenance Model tree

Overview

Size: 2.09 GB
Weights: 228 MB (smallest of 4 GGUF variants)
Parameters: not stated
Formats: gguf
Task: text generation
License: Apache-2.0 (permissive)
Files: 13, each with a sha256
Publisher: nisten
Added: 2026-11-15
Section: alt.freeweights.smollm

Lineage

Original release from the publisher.

Base model: HuggingFaceTB/SmolLM-360M-Instruct

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
From source	huggingface.co	2026-11-15 05:07 UTC	passed

Model card

From the publisher at commit 5a0a8f9. Shown as plain text with links; images open at the publisher.

###Coherent Frankenstein of smolLm-0.36b upped to 0.4b

This took about 5 hours of semi-automated continuous merging to figure out the recipe. Model is smarter, and UNTRAINED. Uploaded it for training. Yet it performs well as is even quantized to 8bit. 8bit gguf included for testing.

wget https://huggingface.co/nisten/Biggie-SmoLlm-0.4B/resolve/main/Biggie_SmolLM_400M_q8_0.gguf

./llama-cli -ngl 99 -co --temp 0 -p "How to build a city on Mars via calculating Aldrin-Cycler orbits?" -m Biggie_SmolLM_400M_q8_0.gguf -cnv -fa --keep -1

Image: image/png

Files

13 files · 2.09 GBWeights 228 MB (smallest of 4 GGUF variants). Sizes and sha256 from the signed manifest.

Hide all 13 files with their sha256

File	Size	sha256
.gitattributes	183 B	0e6c942b36348ea541297e3b292b5e89fda34900629a09f7ce5c0291799c3693
Biggie_SmolLM_400M_q8_0.gguf	478 MB	f43c27a28456e93ca9ec1e9488d9f197457948793fad5382572d95e498c700d7
README.md	743 B	37211b4807d8380d5431324c2a2b25667d347e45bb7c5daf1d167067099a8cd6
biggie_trained_2bit.gguf	228 MB	06eb7e7b92b30a27a23f8efa1439f490c7bcc5e6f8895682bbe1830a048f5b50
biggie_trained_4bit.gguf	307 MB	003ae79c4a3ea090c4fed367ad411a29c81bb968cc5ad5df43db7a407669159b
biggie_trained_5bit.gguf	347 MB	efc6502de6a9ae1acb385ba703eb9e526ca3897ff6cb7089639b3756937b2ef2
config.json	731 B	95a499f4217b78c93bc4e82b42ef27edc93a51bdca180cb4e0e604b114aaeb2f
merges.txt	466 KB	0b54e8aa4e53d5383e2e4bc635a56b43f9647f7b13832d5d9ecd8f82dac4f510
pytorch_model.bin	724 MB	26cb4687dd1eea3cec627535feeb782ab0916a09ada9e5a8df70728c571455ca
special_tokens_map.json	655 B	2b7379f3ae813529281a5c602bc5a11c1d4e0a99107aaa597fe936c1e813ca52
tokenizer.json	2.10 MB	9ca9acddb6525a194ec8ac7a87f24fbba7232a9a15ffa1af0c1224fcd888e47c
tokenizer_config.json	3.59 KB	75668bda11eb0d5ece137b4eb3fb2ad679f847fd19846b726369a26d92f9f28e
vocab.json	801 KB	82b84012e3add4d01d12ba14442026e49b8cbbaead1f79ecf3d919784f82dc79

VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.

Upstream commit	Date	Contents
5a0a8f9f85 pinned now	2026-11-15 05:07 UTC	13 files · 2.09 GB

Use it

$ fw get nisten/Biggie-SmoLlm-0.4B
# manifest sha256 b043d5e89ccf… · 2.09 GB · 13 files
$ fw verify ./Biggie-SmoLlm-0.4B nisten/Biggie-SmoLlm-0.4B

fw.pyChecks the signature and every sha256, tries each source in order, resumes.

$ python3 fw.py get https://freeweights.allternit.com/manifests/nisten/Biggie-SmoLlm-0.4B.json --dir ./Biggie-SmoLlm-0.4B
$ python3 fw.py verify ./Biggie-SmoLlm-0.4B ./nisten__Biggie-SmoLlm-0.4B.json

hfThe Hugging Face CLI with one setting. Same repo id.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download nisten/Biggie-SmoLlm-0.4B --revision 5a0a8f9f851af8c9686b10399702d46adb38141b --local-dir ./Biggie-SmoLlm-0.4B

llama.cppDownload one GGUF variant (biggie_trained_2bit, 228 MB), then serve it.

$ HF_ENDPOINT=https://freeweights.allternit.com hf download nisten/Biggie-SmoLlm-0.4B --include "biggie_trained_2bit*" --local-dir ./Biggie-SmoLlm-0.4B
$ llama-server -m ./Biggie-SmoLlm-0.4B/biggie_trained_2bit.gguf

OllamaMake an Ollama model from the downloaded file.

$ printf 'FROM ./Biggie-SmoLlm-0.4B/biggie_trained_2bit.gguf\n' > Modelfile
$ ollama create biggie-smollm-0.4b -f Modelfile

Fine-tune in Studio

License

Name: Apache License 2.0
Id: Apache-2.0
Class: Permissive
Redistribution: yes
Listing: Hosted (signed)
Decided: Inherited from the base model HuggingFaceTB/SmolLM-360M-Instruct: the strictest license along the lineage applies. 2026-11-15
Text in: README.md
Text sha256: 37211b4807d8380d5431324c2a2b25667d347e45bb7c5daf1d167067099a8cd6
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: nisten <huggingface.co/nisten>Newsgroups: alt.freeweights.smollmSubject: Biggie-SmoLlm-0.4BDate: 2026-11-15Commit: 5a0a8f9Signed: 2DC28CC7B26A283B ✓

Upstream: nisten/Biggie-SmoLlm-0.4B
Pinned commit: 5a0a8f9f851af8c9686b10399702d46adb38141b
Manifest: Biggie-SmoLlm-0.4B.json · .minisig
Manifest sha256: b043d5e89ccf04b40e9a0a0563515f6bf79d36390cb22174f19a59ed5661a843
Signature: minisign, Ed25519, key 2DC28CC7B26A283B
Created: 2026-11-15 05:07 UTC
Generator: freeweights-manifest/0.1.0
Takedowns: None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/nisten/Biggie-SmoLlm-0.4B.json
$ curl -O https://freeweights.allternit.com/manifests/nisten/Biggie-SmoLlm-0.4B.json.minisig
$ minisign -Vm Biggie-SmoLlm-0.4B.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

HuggingFaceTB/SmolLM-360M-Instruct · this model is a quantization of it

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

Quantizations: 1

Quantizations 1

onnx-community/Biggie-SmoLlm-0.4B-ONNX4.29 GB

Get it

Download

$ HF_ENDPOINT=https://freeweights.allternit.com hf download nisten/Biggie-SmoLlm-0.4B

Open in Freeweights Studio

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

Signed manifest

minisign, key 2DC28CC7B26A283B. Biggie-SmoLlm-0.4B.json. Provenance. Takedown history: none.

Source

huggingface.co/nisten/Biggie-SmoLlm-0.4B

Variants

1 quantized or adapter build of Biggie-SmoLlm-0.4B. Each has its own license check and page.

SubjectSizeParamsLicenseDate

Biggie-SmoLlm-0.4B-ONNXHosted (signed) From: onnx-community in alt.freeweights.smollm4.29 GB—Permissive2026-11-15

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