human-centered-summarization / summarization updated 2 years ago

financial-summarization-pegasus

Name: financial-summarization-pegasus
Author: human-centered-summarization

This model was fine-tuned on a novel financial news dataset, which consists of 2K articles from Bloomberg, on topics such as stock, markets, currencies, rate and cryptocurrencies.

Params

570 M

Context

512

Downloads 30d

153 K

Likes

146

Licence: unknown Not gated SAFETENSORS 1 languages View on Hugging Face ↗

Download history

daily snapshots · 10 days

159 K149 K

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	2.3 GB	3.1 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture: PegasusForConditionalGeneration
Parameters: 570 M
Tensor type: F32
Context length: 512
Vocabulary: 96,103
First seen on the Hub: 2022-03-02
Training datasets: xsum
xsum (reported): 15.1414
Added to our catalog: 2026-07-28

Compare with

bart-large-cnn 1.6 M distilbart-cnn-12-6 851 K pegasus-xsum 187 K bart-large-cnn-samsum 130 K T5-base-10K-summarization 84 K distilbart-xsum-12-6 76 K

Appears in

Best open coding models Commercial-use text models Models that fit in 12 GB