alt.freeweights.text / TinySwallow-1.5B-Instruct-ONNX
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.textSubject:

TinySwallow-1.5B-Instruct-ONNX

Date: 2026-11-15Commit: d47ca0eSigned: 2DC28CC7B26A283B ✓

Text generation model. Onnx weights, 18.7 GB in all. Published by onnx-community under Apache-2.0.

text18.7GBTinySwallow-1.5B-Instruct-ONNXonnxpermissive
FactsParamsnot statedSize18.7 GBFormatsonnxTasktext generationLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/TinySwallow-1.5B-Instruct-ONNX
# manifest sha256 e26cd54db2cb… · 18.7 GB · 22 files
$ fw verify ./TinySwallow-1.5B-Instruct-ONNX onnx-community/TinySwallow-1.5B-Instruct-ONNX
From sourceHosted (signed)onnx-community/TinySwallow-1.5B-Instruct-ONNXLast check: 2026-11-15 05:24 UTC

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

Quantized of TinySwallow-1.5B-Instruct.

Works with

Runs with

Ranked by fit to this model (onnx), then by GitHub stars.

Convert with

Overview

Size
18.7 GB
Weights
1.21 GB (smallest of 8 ONNX variants)
Parameters
not stated
Formats
onnx
Task
text generation
License
Apache-2.0 (permissive)
Files
22, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.text
Lineage

Original release from the publisher.

Base model: SakanaAI/TinySwallow-1.5B-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
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 05:24 UTCpassed

Model card

From the publisher at commit d47ca0e. Shown as plain text with links; images open at the publisher.

https://huggingface.co/SakanaAI/TinySwallow-1.5B-Instruct with ONNX weights to be compatible with Transformers.js.

Usage (Transformers.js)#

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @huggingface/transformers

You can then use the model to generate text like this:

import { pipeline } from "@huggingface/transformers";

// Create a text generation pipeline
const generator = await pipeline(
  "text-generation",
  "onnx-community/TinySwallow-1.5B-Instruct-ONNX",
  { dtype: "q4" },
);

// Define the list of messages
const messages = [
  { role: "system", content: "You are a helpful assistant." },
  { role: "user", content: "Solve the equation: x^2 + 2x - 3 = 0" },
];

// Generate a response
const output = await generator(messages, { max_new_tokens: 256, do_sample: false });
console.log(output[0].generated_text.at(-1).content);

See example output

Here's how to solve the quadratic equation \(x^2 + 2x - 3 = 0\):

**Step 1:** Recognize that this is a quadratic equation in standard form, \(ax^2 + bx + c = 0\), where \(a=1\), \(b=2\), and \(c=-3\).

**Step 2:** We can factor the left side of the equation:

\[x^2 + 2x - 3 = (x + 3)(x - 1) = 0.\]

**Step 3:** Now we have two possible solutions from factoring:

- \(x + 3 = 0\) or \(x - 1 = 0\)

**Step 4:** Solve each equation for \(x\):

- \(x + 3 = 0 \Rightarrow x = -3\)
- \(x - 1 = 0 \Rightarrow x = 1\)

Therefore, the solutions to the equation \(x^2 + 2x - 3 = 0\) are \(x = -3\) and \(x = 1\).

Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).

Files

22 files · 18.7 GBWeights 1.21 GB (smallest of 8 ONNX variants). Sizes and sha256 from the signed manifest.
Show all 22 files with their sha256
FileSizesha256
.gitattributes1.76 KB5eb33170d4b83c5e7fd73cdeb7dcdb950fdb12d06d57352985243b7f18bff526
README.md2.15 KBd946c49ee8f2101d519151f34026aa9b7dc79c67d89309138f6adcc067c6c33f
added_tokens.json605 B58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b
config.json1.03 KB95b125248b4bb1e2ed8ccb03c428b42d8a4e2dcc080aed9d1f2b7afac29aca39
generation_config.json242 B269039d899c6f3b5e020bf93b35709bf85a1ebd35b7c9817fadfc2ac662b892b
merges.txt1.67 MB8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5
onnx/model.onnx531 KBd693dc90a7284f250a6c2f6b9a06813e57620f4e5d6b562c8feb4bca6670fd85
onnx/model.onnx_data6.19 GBe91ddaf3435acfe634b2acb0528b2ba8684a2ec79e584f35e42e5c5bfefe7bc1
onnx/model_bnb4.onnx1.69 GB31d5d0d368f675ec73fc22375669b7764222d591ed810f3e15b18f28122592b5
onnx/model_fp16.onnx1.02 GB690bc43e066236cc5120536e0a98bf17ce2b273448f5e760057e1507176aa6c4
onnx/model_fp16.onnx_data2.08 GBe92da73d59ec0b5829126fcca20e8c11c2cff1f0042e6da2d1f3f3d4a4da8df4
onnx/model_int8.onnx1.56 GB40edd8a44600d739d249db186667031ee706f06dc00827a8d86b1f333f9b2eb5
onnx/model_q4.onnx584 KB713acd1699ad1c3118118d7d3ff5ea07899bb13862fbd1a48ddb5df640f5c433
onnx/model_q4.onnx_data1.77 GB5d1bb4fcc1b18242b245ec33007366d7387f41a6138b6b6e57b547fc311686c3
onnx/model_q4f16.onnx611 KB42ab239c48e303dd0ae14279ca08488d671c980485400e093f1cabe99dccd974
onnx/model_q4f16.onnx_data1.21 GB5443f32041f87adf792809732cd243aeaba2137f5f860bd1451d19c156780c6c
onnx/model_quantized.onnx1.56 GB9a7e647f45341495be768bfff6ebb3d3de5eb1454bbb62b8f55969e10cf31a31
onnx/model_uint8.onnx1.56 GB9a7e647f45341495be768bfff6ebb3d3de5eb1454bbb62b8f55969e10cf31a31
special_tokens_map.json613 B76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd
tokenizer.json9.12 MBbb5953180a154511cf4d0fb1fc68a3433f1458aa6db3851ac2609cf41e7d9b5b
tokenizer_config.json7.44 KB11fdfead95696efb911274de539083cbbf1024afbe90efee5354c1d8b2a3d042
vocab.json2.78 MBca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
d47ca0ec0f pinned now2026-11-15 05:24 UTC22 files · 18.7 GB

Use it

$ fw get onnx-community/TinySwallow-1.5B-Instruct-ONNX
# manifest sha256 e26cd54db2cb… · 18.7 GB · 22 files
$ fw verify ./TinySwallow-1.5B-Instruct-ONNX onnx-community/TinySwallow-1.5B-Instruct-ONNX
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/TinySwallow-1.5B-Instruct-ONNX.json --dir ./TinySwallow-1.5B-Instruct-ONNX $ python3 fw.py verify ./TinySwallow-1.5B-Instruct-ONNX ./onnx-community__TinySwallow-1.5B-Instruct-ONNX.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/TinySwallow-1.5B-Instruct-ONNX --revision d47ca0ec0f5f9f43917f5932b3850c06fbe3736f --local-dir ./TinySwallow-1.5B-Instruct-ONNX

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model SakanaAI/TinySwallow-1.5B-Instruct: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
d946c49ee8f2101d519151f34026aa9b7dc79c67d89309138f6adcc067c6c33f
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: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.textSubject: TinySwallow-1.5B-Instruct-ONNXDate: 2026-11-15Commit: d47ca0eSigned: 2DC28CC7B26A283B ✓
Upstream
onnx-community/TinySwallow-1.5B-Instruct-ONNX
Pinned commit
d47ca0ec0f5f9f43917f5932b3850c06fbe3736f
Manifest
TinySwallow-1.5B-Instruct-ONNX.json · .minisig
Manifest sha256
e26cd54db2cb6d8e82e75d9a6881070773f297019c63d8a268e0d99061fa866b
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:24 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/TinySwallow-1.5B-Instruct-ONNX.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/TinySwallow-1.5B-Instruct-ONNX.json.minisig $ minisign -Vm TinySwallow-1.5B-Instruct-ONNX.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

SakanaAI/TinySwallow-1.5B-Instruct · 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 onnx-community/TinySwallow-1.5B-Instruct-ONNX
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. TinySwallow-1.5B-Instruct-ONNX.json. Provenance. Takedown history: none.
From: laion <huggingface.co/laion>Subject: a2-rl-e2egit_large-50-32B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-large-15-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_e2egit-v2-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_pymethods2test-large-80-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_exp_rpt_unitsyn-python-large-10-8B
From: laion <huggingface.co/laion>Subject: a3-rl-DCAgent_mix_h2_language_proportional-65-8B