Visual Question Answering
Laya
Safetensors
multilingual
vision
image-classification
document-understanding
receipts
content-moderation
calibrated
decision-model
rlcd
Instructions to use henilchopada/laya-v with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Laya
How to use henilchopada/laya-v with Laya:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download text_regression.json from henilchopada/laya-v: direct link, hf CLI and curl.
- Browser
- Download file 1.16 kB
-
https://huggingface.co/henilchopada/laya-v/resolve/main/text_regression.json
- Command line
-
hf download hf://henilchopada/laya-v/text_regression.json
-
curl -L -o text_regression.json https://huggingface.co/henilchopada/laya-v/resolve/main/text_regression.json
1.16 kB
| { | |
| "ag_news": { | |
| "base": 0.9383333333333334, | |
| "new": 0.9316666666666666, | |
| "delta": -0.00666666666666671 | |
| }, | |
| "boolq": { | |
| "base": 0.7833333333333333, | |
| "new": 0.7833333333333333, | |
| "delta": 0.0 | |
| }, | |
| "emotion": { | |
| "base": 0.5133333333333333, | |
| "new": 0.535, | |
| "delta": 0.021666666666666723 | |
| }, | |
| "prompt_injections": { | |
| "base": 0.5775862068965517, | |
| "new": 0.5517241379310345, | |
| "delta": -0.025862068965517238 | |
| }, | |
| "sst5": { | |
| "base": 0.2866666666666667, | |
| "new": 0.2866666666666667, | |
| "delta": 0.0 | |
| }, | |
| "typed_decisions": { | |
| "base": 0.352, | |
| "new": 0.3455, | |
| "delta": -0.006500000000000006 | |
| }, | |
| "massive_en": { | |
| "base": 0.7, | |
| "new": 0.725, | |
| "delta": 0.025000000000000022 | |
| }, | |
| "massive_de": { | |
| "base": 0.63, | |
| "new": 0.625, | |
| "delta": -0.0050000000000000044 | |
| }, | |
| "massive_hi": { | |
| "base": 0.535, | |
| "new": 0.585, | |
| "delta": 0.04999999999999993 | |
| }, | |
| "massive_ja": { | |
| "base": 0.695, | |
| "new": 0.74, | |
| "delta": 0.04500000000000004 | |
| }, | |
| "massive_es": { | |
| "base": 0.635, | |
| "new": 0.675, | |
| "delta": 0.040000000000000036 | |
| }, | |
| "massive_ar": { | |
| "base": 0.59, | |
| "new": 0.555, | |
| "delta": -0.03499999999999992 | |
| }, | |
| "_fail": [ | |
| "prompt_injections", | |
| "massive_ar" | |
| ] | |
| } |