agentlans / Qwen2.5-1.5B-Refiner

huggingface.co
Total runs: 21
24-hour runs: -1
7-day runs: 3
30-day runs: 7
Model's Last Updated: April 19 2025

Introduction of Qwen2.5-1.5B-Refiner

Model Details of Qwen2.5-1.5B-Refiner

Qwen 2.5 1.5B Instruct - Text Refinement Model

A lightweight model fine-tuned to simplify and refine text for improved readability. Optimized for converting complex sentences into concise, clear versions while preserving core meaning.

Key Features :

  • Reduces sentence complexity
  • Converts passive to active voice
  • Removes redundant phrases
  • Maintains coherence in outputs
Training Details

Dataset :
Processed samples from finewebedu-refinement , containing 9996 simplified excerpts of FineWeb-Edu content. Texts were refined using:

  1. Llama3.1-LexiHermes-SuperStorm
  2. Fine-tuned Dolphin3.0-Llama3.2-3B

Method :

  • Chunked inputs (~2,000 Llama 3 tokens)
  • Applied LoRA (Rank 16, alpha 32) with rSLoRA
  • NEFTune (noise=5), dropout=0.2
  • 3 epochs via LLaMA Factory
Usage

Input Format :

Edit:
{{YOUR_TEXT_HERE}}

Output Format :

<text>Simplified version</text>
Limitations
  • May oversimplify technical jargon
  • Can omit references/formatting
  • Rare garbled outputs
  • Inherits biases from FineWeb-Edu
  • Struggles with code/math notation
Licence

Apache 2.0

Runs of agentlans Qwen2.5-1.5B-Refiner on huggingface.co

21
Total runs
-1
24-hour runs
3
3-day runs
3
7-day runs
7
30-day runs

More Information About Qwen2.5-1.5B-Refiner huggingface.co Model

More Qwen2.5-1.5B-Refiner license Visit here:

https://choosealicense.com/licenses/apache-2.0

Qwen2.5-1.5B-Refiner huggingface.co

Qwen2.5-1.5B-Refiner huggingface.co is an AI model on huggingface.co that provides Qwen2.5-1.5B-Refiner's model effect (), which can be used instantly with this agentlans Qwen2.5-1.5B-Refiner model. huggingface.co supports a free trial of the Qwen2.5-1.5B-Refiner model, and also provides paid use of the Qwen2.5-1.5B-Refiner. Support call Qwen2.5-1.5B-Refiner model through api, including Node.js, Python, http.

Qwen2.5-1.5B-Refiner huggingface.co Url

https://huggingface.co/agentlans/Qwen2.5-1.5B-Refiner

agentlans Qwen2.5-1.5B-Refiner online free

Qwen2.5-1.5B-Refiner huggingface.co is an online trial and call api platform, which integrates Qwen2.5-1.5B-Refiner's modeling effects, including api services, and provides a free online trial of Qwen2.5-1.5B-Refiner, you can try Qwen2.5-1.5B-Refiner online for free by clicking the link below.

agentlans Qwen2.5-1.5B-Refiner online free url in huggingface.co:

https://huggingface.co/agentlans/Qwen2.5-1.5B-Refiner

Qwen2.5-1.5B-Refiner install

Qwen2.5-1.5B-Refiner is an open source model from GitHub that offers a free installation service, and any user can find Qwen2.5-1.5B-Refiner on GitHub to install. At the same time, huggingface.co provides the effect of Qwen2.5-1.5B-Refiner install, users can directly use Qwen2.5-1.5B-Refiner installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Qwen2.5-1.5B-Refiner install url in huggingface.co:

https://huggingface.co/agentlans/Qwen2.5-1.5B-Refiner

Url of Qwen2.5-1.5B-Refiner

Qwen2.5-1.5B-Refiner huggingface.co Url

Provider of Qwen2.5-1.5B-Refiner huggingface.co

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huggingface.co

Total runs: 42
Run Growth: -6
Growth Rate: -13.95%
Updated:July 18 2025
huggingface.co

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Run Growth: 14
Growth Rate: 63.64%
Updated:July 18 2025
huggingface.co

Total runs: 13
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Updated:March 25 2025