From: 
HuggingFaceH4 <huggingface.co/HuggingFaceH4>Newsgroups: alt.freeweights.datasetsSubject: ultrafeedback_binarized
Date: 2026-11-14Commit: 3949bf5Signed: 2DC28CC7B26A283B ✓Dataset. Parquet files, 650 MB in all. Published by HuggingFaceH4 under MIT.
datasets650MBultrafeedback_binarizedparquetpermissive FactsRowsnot statedSize650 MBFormatparquetLicenseMITFrom sourcepermissive
python
>>> from datasets import load_dataset
>>> ds = load_dataset("HuggingFaceH4/ultrafeedback_binarized")
# with HF_ENDPOINT=https://freeweights.allternit.com · manifest sha256 9c229ac67dc7…From sourceHosted (signed)HuggingFaceH4/ultrafeedback_binarizedLast check: 2026-11-14 06:37 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 (parquet), then by GitHub stars.
Overview
- Size
- 650 MB
- Weights
- dataset
- Parameters
- not stated
- Formats
- parquet
- Task
- text generation
- License
- MIT (permissive)
- Files
- 9, each with a sha256
- Publisher
- HuggingFaceH4
- Added
- 2026-11-14
- Section
- alt.freeweights.datasets
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 |
|---|
| From source | huggingface.co | 2026-11-14 06:37 UTC | passed |
Files
9 files · 650 MB Sizes and sha256 from the signed manifest.
Hide all 9 files with their sha256
| File | Size | sha256 |
|---|
| .gitattributes | 2.31 KB | f4e703ea6e44bbebe53aceed2a89c11e40b88b7ae130c480c89860ab805ffc8f |
| README.md | 6.53 KB | c774e58776969093f0dad0a3ddf031e943f36aeabd34471d29b21fac36469d25 |
| create_dataset.py | 4.26 KB | b668f3c975da083833840f57143bc68060145f32f1c62716df94cc37459273fc |
| data/test_gen-00000-of-00001.parquet | 3.02 MB | e9cb46caa2348fa6c0577c1e4fa4da6f07cb6672d0b686db34db504817cc5562 |
| data/test_prefs-00000-of-00001.parquet | 7.29 MB | e9dab2789f419d4204d73ec2c860af6d88d466b906e0109e69b96075467eb389 |
| data/test_sft-00000-of-00001.parquet | 3.72 MB | f54e1c8df3d3831b6b70711fcd9225931da12964b73f33fe99317b4ebe5d7e09 |
| data/train_gen-00000-of-00001.parquet | 184 MB | afce818aa1a58ef451aeec396251ac4e7c8c2e6c5f9649cf9106f62eb6368fcc |
| data/train_prefs-00000-of-00001.parquet | 226 MB | 0f951ca4502001d31f3e4c70716ae51d20e4ce4f847d12b6a6695a40d4d353a8 |
| data/train_sft-00000-of-00001.parquet | 226 MB | 0f951ca4502001d31f3e4c70716ae51d20e4ce4f847d12b6a6695a40d4d353a8 |
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
| Upstream commit | Date | Contents |
|---|
| 3949bf5f8c pinned now | 2026-11-14 06:37 UTC | 9 files · 650 MB |
Use it
python
>>> from datasets import load_dataset
>>> ds = load_dataset("HuggingFaceH4/ultrafeedback_binarized")
# with HF_ENDPOINT=https://freeweights.allternit.com · manifest sha256 9c229ac67dc7…fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/HuggingFaceH4/ultrafeedback_binarized.json --dir ./ultrafeedback_binarized
$ python3 fw.py verify ./ultrafeedback_binarized ./HuggingFaceH4__ultrafeedback_binarized.jsonhfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download HuggingFaceH4/ultrafeedback_binarized --revision 3949bf5f8c17c394422ccfab0c31ea9c20bdeb85 --local-dir ./ultrafeedback_binarizeddatasetsLoad it with the datasets library.
import os
os.environ["HF_ENDPOINT"] = "https://freeweights.allternit.com"
from datasets import load_dataset
ds = load_dataset("HuggingFaceH4/ultrafeedback_binarized", revision="3949bf5f8c17c394422ccfab0c31ea9c20bdeb85")License
- Name
- MIT License
- Id
- MIT
- Class
- Permissive
- Redistribution
- yes
- Listing
- Hosted (signed)
- Decided
- Checked and recorded in the license audit. 2026-11-14
- Text in
- README.md
- Text sha256
- c774e58776969093f0dad0a3ddf031e943f36aeabd34471d29b21fac36469d25
- 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: HuggingFaceH4 <huggingface.co/HuggingFaceH4>Newsgroups: alt.freeweights.datasetsSubject: ultrafeedback_binarizedDate: 2026-11-14Commit: 3949bf5Signed: 2DC28CC7B26A283B ✓ How to verify
$ curl -O https://freeweights.allternit.com/manifests/HuggingFaceH4/ultrafeedback_binarized.json
$ curl -O https://freeweights.allternit.com/manifests/HuggingFaceH4/ultrafeedback_binarized.json.minisig
$ minisign -Vm ultrafeedback_binarized.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq
$ shasum -a 256 <file> # compare with the Files tabA 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 HuggingFaceH4/ultrafeedback_binarizedPull, verify and run it in the Allternit app on Desktop, web or phone.
From: livecodebench <huggingface.co/livecodebench>Subject: code_generation_lite From: 
allenai <huggingface.co/allenai>Subject: tulu-3-sft-mixture From: 
HuggingFaceFW <huggingface.co/HuggingFaceFW>Subject: fineweb-edu From: 
Idavidrein <huggingface.co/Idavidrein>Subject: gpqa From: 
openai <huggingface.co/openai>Subject: gsm8k From: 
Anthropic <huggingface.co/Anthropic>Subject: hh-rlhf 
