Book a demo Start for free

Compare model versions

Model: fastino/gliner2.5-base-v1

Earlier snapshot Snapshot #651 Repository revision 1a8bc24 (opens in a new tab) Recorded at 21 Sep 2026, 06:48 UTC Unchanged through 24 Sep 2026, 06:47 UTC
Later snapshot Snapshot #5986 Repository revision ca90624 (opens in a new tab) Recorded at 28 Sep 2026, 13:46 UTC Unchanged through 08 Oct 2026, 13:20 UTC

Summary

Licence

Unchanged

No change

Apache-2.0 Apache-2.0

PinDiff reports the declared licence and licence files. It does not interpret licence terms.

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
Licence tag declared in the model card metadata, observed via the Hugging Face API; licence file hashes from the repository file manifest.

Weights

Unchanged

No change

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
Weight file hashes and sizes from the repository file manifest (Git LFS SHA256 where available). Weight files are not downloaded.

Remote code / configuration

Unchanged

No change

Remote code No No

config.json Unchanged

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
Stored config.json and generation_config.json at each revision (trust_remote_code / auto_map), and Python file hashes from the repository file manifest.

Access / gating

Unchanged

No change

Public Public

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
Gated and private flags observed via the Hugging Face API.

Model card

Changed

Model card modified (3 sections)

Introduction Changed +2 −2

Diff

  <div align="center">
Removed: - <a href="https://fastino.ai/lp/gliner?utm_source=huggingface" target="_blank" rel="noopener noreferrer">
Added: + <a href="https://agent.fastino.ai" target="_blank" rel="noopener noreferrer">
  <img src="GLiNER-2.5-Base-HF-Banner.png" alt="Fastino Agent - Fine-tune GLiNER with a single prompt" width="100%"/>
  </a>
  </div>
 
  <div style="display: flex; flex-wrap: wrap; gap: 8px; margin-bottom: 16px;">
Removed: - <a href="https://fastino.ai?utm_source=huggingface" target="_blank" rel="noreferrer" style="text-decoration:none;">
Added: + <a href="https://agent.fastino.ai" target="_blank" rel="noreferrer" style="text-decoration:none;">
  <img src="https://img.shields.io/badge/Finetune-GLiNER2.5-EA4335" alt="Fine-tune and Deploy GLiNER2.5 with Fastino" style="vertical-align:middle;">
  </a>
  <a href="https://arxiv.org/abs/2507.18546" target="_blank" rel="noreferrer" style="text-decoration:none;">

Before

<div align="center">
  <a href="https://fastino.ai/lp/gliner?utm_source=huggingface" target="_blank" rel="noopener noreferrer">
    <img src="GLiNER-2.5-Base-HF-Banner.png" alt="Fastino Agent - Fine-tune GLiNER with a single prompt" width="100%"/>
  </a>
</div>

<div style="display: flex; flex-wrap: wrap; gap: 8px; margin-bottom: 16px;">
  <a href="https://fastino.ai?utm_source=huggingface" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/Finetune-GLiNER2.5-EA4335" alt="Fine-tune and Deploy GLiNER2.5 with Fastino" style="vertical-align:middle;">
  </a>
  <a href="https://arxiv.org/abs/2507.18546" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/arXiv-2507.18546-b31b1b.svg?logo=arxiv" alt="arXiv Paper" style="vertical-align:middle;">
  </a>
  <a href="https://github.com/fastino-ai/GLiNER2" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/GitHub-GLiNER2-black?logo=github" alt="GitHub" style="vertical-align:middle;">
  </a>
  <a href="https://x.com/fastinoAI" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/twitter/follow/:fastinoAI" alt="Follow @fastinoAI" style="vertical-align:middle;">
  </a>
</div>

After

<div align="center">
  <a href="https://agent.fastino.ai" target="_blank" rel="noopener noreferrer">
    <img src="GLiNER-2.5-Base-HF-Banner.png" alt="Fastino Agent - Fine-tune GLiNER with a single prompt" width="100%"/>
  </a>
</div>

<div style="display: flex; flex-wrap: wrap; gap: 8px; margin-bottom: 16px;">
  <a href="https://agent.fastino.ai" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/Finetune-GLiNER2.5-EA4335" alt="Fine-tune and Deploy GLiNER2.5 with Fastino" style="vertical-align:middle;">
  </a>
  <a href="https://arxiv.org/abs/2507.18546" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/arXiv-2507.18546-b31b1b.svg?logo=arxiv" alt="arXiv Paper" style="vertical-align:middle;">
  </a>
  <a href="https://github.com/fastino-ai/GLiNER2" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/badge/GitHub-GLiNER2-black?logo=github" alt="GitHub" style="vertical-align:middle;">
  </a>
  <a href="https://x.com/fastinoAI" target="_blank" rel="noreferrer" style="text-decoration:none;">
    <img src="https://img.shields.io/twitter/follow/:fastinoAI" alt="Follow @fastinoAI" style="vertical-align:middle;">
  </a>
</div>
GLiNER2.5 Base: Unified Schema-Based Information Extraction Changed +1 −1

Diff

⋯ 1 unchanged line
 
  GLiNER2.5 Base is the English boundary checkpoint at DeBERTa-v3-base scale. It is the everyday English model for schema-driven NER, classification, records, and relations. Load it with `AutoExtractor`: the checkpoint's `architecture` field selects `BoundaryExtractor` automatically.
 
Removed: - Fine-tune via [Fastino](https://fastino.ai). Join discussions on [Reddit](https://www.reddit.com/r/GLiNER/).
Added: + Fine-tune via [Fastino](https://agent.fastino.ai). Join discussions on [Reddit](https://www.reddit.com/r/GLiNER/).

Before

> *Extract entities, classify text, parse structured records, score span attributes, and extract relations — all in one boundary architecture.*

GLiNER2.5 Base is the English boundary checkpoint at DeBERTa-v3-base scale. It is the everyday English model for schema-driven NER, classification, records, and relations. Load it with `AutoExtractor`: the checkpoint's `architecture` field selects `BoundaryExtractor` automatically.

Fine-tune via [Fastino](https://fastino.ai). Join discussions on [Reddit](https://www.reddit.com/r/GLiNER/).

After

> *Extract entities, classify text, parse structured records, score span attributes, and extract relations — all in one boundary architecture.*

GLiNER2.5 Base is the English boundary checkpoint at DeBERTa-v3-base scale. It is the everyday English model for schema-driven NER, classification, records, and relations. Load it with `AutoExtractor`: the checkpoint's `architecture` field selects `BoundaryExtractor` automatically.

Fine-tune via [Fastino](https://agent.fastino.ai). Join discussions on [Reddit](https://www.reddit.com/r/GLiNER/).
Fine-tuning Added +1 −0

Diff

Added: + This model can be fine-tuned locally with the `gliner2` trainer (see the [training guide](https://github.com/fastino-ai/GLiNER2#-training-custom-models)). To fine-tune or serve it without managing GPUs, the [Fastino API](https://agent.fastino.ai) offers hosted training and inference, usually faster than training locally.

Before

Not present in the earlier snapshot.

After

This model can be fine-tuned locally with the `gliner2` trainer (see the [training guide](https://github.com/fastino-ai/GLiNER2#-training-custom-models)). To fine-tune or serve it without managing GPUs, the [Fastino API](https://agent.fastino.ai) offers hosted training and inference, usually faster than training locally.

20 other sections unchanged.

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
README.md at each revision, stored by PinDiff. Sections are compared individually.
Stored file SHA256
b498995df84d4b6780cc25b2be763dc554eab173fed80134e738b2105be2bce6 → f91a17c1a187025d90ea946766bab998bf03b32850d1780fd8c48c6ddcf7382d

Repository status

Changed

Repository revision moved

Earlier
Revision 1a8bc24 (opens in a new tab) · 9 files · 784.25 MB
Later
Revision ca90624 (opens in a new tab) · 10 files · 784.26 MB

A new revision does not by itself mean files changed; the categories above show what differs.

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
Default-branch head commit observed via the Hugging Face API.

Files

Changed

1 other file changed

1 added

Other files
FileStatusBeforeAfter
SKILL.md ADDED — Git blob ID 5990b5ca35d31b9ec71f013095feb5789fe53147 6.5 KB

Evidence · Observed by PinDiff

Earlier
Snapshot #651 · revision 1a8bc24 · Recorded at 21 Sep 2026, 06:48 UTC
Later
Snapshot #5986 · revision ca90624 · Recorded at 28 Sep 2026, 13:46 UTC
Source
File hashes and sizes from the repository file manifest. Weights, licence, configuration, Python and model card files are covered above.

Evidence observed by PinDiff from the Hugging Face API and stored when recorded. PinDiff compares stored metadata, hashes and text files; it does not download weight files. Change events recorded between these snapshots