davidmezzetti/txtai-textractor-image.md

## txtai-textractor-image.md

      
    Raw
  

              txtai-textractor-image.md
            
          
    Image to parse


from txtai.pipeline import Textractor

textractor = Textractor(backend="docling", headers={"user-agent": "Mozilla/5.0"})
textractor("https://miro.medium.com/v2/resize:fit:720/format:webp/1*HHPVwIrcxYcLRvjDpwLQyQ.png")
Output


Model
Parameters
MNLI (acc m/mm)
MRPC (fl/acc)
SST-2 (acc)


baseline (bert-tiny)
4.4M
0.7114 / 0.7161
0.8318 / 0.7353
0.8222


bert-hash-femto
0.243M
0.5697 / 0.5750
0.8122 / 0.6838
0.7821


bert hash-pico
0.448M
0.6228 / 0.6363
0.8205 / 0.7083
0.7878


bert-hash-nano
0.969M
0.6565 / 0.6670
0.8172 / 0.7083
0.8131
Model	Parameters	MNLI (acc m/mm)	MRPC (fl/acc)	SST-2 (acc)
baseline (bert-tiny)	4.4M	0.7114 / 0.7161	0.8318 / 0.7353	0.8222
bert-hash-femto	0.243M	0.5697 / 0.5750	0.8122 / 0.6838	0.7821
bert hash-pico	0.448M	0.6228 / 0.6363	0.8205 / 0.7083	0.7878
bert-hash-nano	0.969M	0.6565 / 0.6670	0.8172 / 0.7083	0.8131
No results found