Feature Extraction
Transformers
Safetensors
English
multilingual
laya_browser
laya
custom_code
system-1
browser-agent
web-navigation
decision-model
mmbert
mind2web
tilelang
Instructions to use cklxx/laya-browser with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cklxx/laya-browser with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="cklxx/laya-browser", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("cklxx/laya-browser", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download code/finetune/run_soups.sh from cklxx/laya-browser: direct link, hf CLI and curl.
- Browser
- Download file 1.44 kB
-
https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_soups.sh
- Command line
-
hf download hf://cklxx/laya-browser/code/finetune/run_soups.sh
-
curl -L -o run_soups.sh https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_soups.sh
1.44 kB
| # After v17s: 3-way soup (v15s+v16s+v17s), calibrate + offline eval, then suite A x3, suite B x3, webgym held-out for both soups. | |
| cd /home/ckl/projects/S/laya && source env.sh; export LAYA_FMT=v3 LAYA_HEAD=768 | |
| P=.venv/bin/python; O=finetune/out; I="bash finetune/infra.sh" | |
| until grep -q "V17S_DONE" $O/v17s.log; do sleep 60; done | |
| $P finetune/soup.py $O/laya-browser-soup151617 $O/laya-browser-v15s $O/laya-browser-v16s $O/laya-browser-v17s | |
| $P finetune/calibrate.py $O/pages.jsonl $O/eval_cases.jsonl $PWD/$O/laya-browser-soup151617 2>&1 | grep -vE "TileLang|Warn|warn|Fetch" | tail -1 | |
| $P finetune/eval.py $O/pages.jsonl $O/eval_cases.jsonl $PWD/$O/laya-browser-soup151617 2>&1 | grep -E "operation acc" | |
| for CK in laya-browser-soup1516 laya-browser-soup151617; do | |
| $I start_s1 $PWD/$O/$CK 60 >/dev/null | |
| echo "== $CK suite A x3"; (cd ../jev-ultrafast && REPEATS=3 SUITE_OUT=$PWD/../laya/$O/suiteA_$CK.json timeout 3600 .venv/bin/python ../laya/apps/browser_suite.py 2>&1 | grep -E "^==|per task") | |
| echo "== $CK suite B x3"; (cd ../jev-ultrafast && REPEATS=3 SUITE_OUT=$PWD/../laya/$O/suiteB_$CK.json timeout 3600 .venv/bin/python ../laya/apps/browser_suite_b.py 2>&1 | grep -E "^==|per task") | |
| echo "== $CK webgym held-out"; (cd ../jev-ultrafast && GYM_OUT=$PWD/../laya/$O/gym_eval_$CK.json timeout 3600 .venv/bin/python ../laya/finetune/webgym/eval_gym.py 10 flight,hotel,shop 60 2>&1 | grep -E "^==") | |
| done | |
| echo SOUPS_DONE | |