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_release_check.sh from cklxx/laya-browser: direct link, hf CLI and curl.
- Browser
- Download file 1.22 kB
-
https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_release_check.sh
- Command line
-
hf download hf://cklxx/laya-browser/code/finetune/run_release_check.sh
-
curl -L -o run_release_check.sh https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_release_check.sh
1.22 kB
| # Release gate for x6: suites A x3, B x3 (v17s: 41/48, 54/54) and webgym held-out 7 kinds. Run inside isolated.sh. | |
| cd /home/ckl/projects/S/laya && source env.sh | |
| I="bash finetune/infra.sh"; O=finetune/out; P=.venv/bin/python; CK=$PWD/$O/laya-browser-x6 | |
| $I start_chrome >/dev/null; SGL_MEM=0.5 $I start_sglang Qwen/Qwen3-8B-AWQ >/dev/null; bash finetune/webgym/serve.sh restart >/dev/null | |
| until curl -sf -m 3 --noproxy '*' http://127.0.0.1:30000/health >/dev/null; do sleep 5; done | |
| $I start_s1 $CK 60 >/dev/null | |
| echo "== x6 suite A x3"; (cd ../jev-ultrafast && REPEATS=3 SUITE_OUT=$PWD/../laya/$O/suiteA_x6.json timeout 3600 .venv/bin/python ../laya/apps/browser_suite.py 2>&1 | grep -E "^==|per task") | |
| echo "== x6 suite B x3"; (cd ../jev-ultrafast && REPEATS=3 SUITE_OUT=$PWD/../laya/$O/suiteB_x6.json timeout 3600 .venv/bin/python ../laya/apps/browser_suite_b.py 2>&1 | grep -E "^==|per task") | |
| KINDS=$($P -c "import sys; sys.path.insert(0,'finetune/webgym'); import spec; print(','.join(spec.KINDS))") | |
| echo "== x6 webgym"; (cd ../jev-ultrafast && GYM_OUT=$PWD/../laya/$O/gym7_x6.json timeout 7200 .venv/bin/python ../laya/finetune/webgym/eval_gym.py 10 $KINDS 60 2>&1 | grep -E "^==") | |
| echo RELEASE_CHECK_DONE | |