GLiNER

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optimize training

9

How to specify parameters like warmup_ratio, dropout in finetuning?

AleKitsune98

Advices for inference speedup

14

Hi team, I'm running inference on a g5.24xlarge GPU instance. The data is currently structured in a Pandas dataframe. I use Pandas apply method to apply the predict_entities function. When...

yishusong

I am working on medical entities extraction on some report text using GLiNER spacy. Is t there any way I can integrate below code with current extraction logic. Current model...

shyamalaspure

URGENT : Fine tuning notebook gives run time error after certain steps

12

I am using the model urchade/gliner_multi_pii-v1 

vatsaldin

Name: gliner Version: 0.1.13 I tried the getting started colab demo notebook, but the person entities were not detected. Marius Petipa & Charles Nodier => person ``` from gliner import...

mkmohangb

Chunking for the 384 words limit

4

What is the best way to chunk longer texts so each chunk fits under the 384 words (or 512 subtokens) ? My articles on the average are around 1200 tokens...

rjalexa

Within the class method `_from_pretrained` in module model.py of latest version of the package (currently gliner==0.1.12) there is the following call (line 421) ```model.load_state_dict(state_dict, strict=strict, assign=True)``` where `model` is a...

GiCollini

Return confidence in predict_entities

3

Hi, I see as possible to return confidence from 'predict' into 'predict_entities'. That way False Positive cases could be eliminated. Best regards Dinu Serghei

SergheiDinu

api response null

1

when my i am using model with fastpai it is giving null for all input .

Bharat9280

SpanMarkerNER compatibility

2

Hi, just wanted to ask if there's any plan to making GLiNER models compatible with @tomaarsen https://github.com/tomaarsen/SpanMarkerNER package to make fientuning easier since that package already provides several functionalities for...

isaacrodrgz