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_fpdone.sh from cklxx/laya-browser: direct link, hf CLI and curl.
- Browser
- Download file 972 Bytes
-
https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_fpdone.sh
- Command line
-
hf download hf://cklxx/laya-browser/code/finetune/run_fpdone.sh
-
curl -L -o run_fpdone.sh https://huggingface.co/cklxx/laya-browser/resolve/main/code/finetune/run_fpdone.sh
972 Bytes
| # Cost-sensitive completion: continue x6 on 40k of its own items with FP_DONE_W in {1,3}; offline vs x6. | |
| cd /home/ckl/projects/S/laya && source env.sh | |
| O=finetune/out; P=.venv/bin/python | |
| export LAYA_FMT=v5 LAYA_HEAD=768 PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True COMPILE=0 CKPT=1 | |
| mkdir -p $O/items_fp | |
| $P finetune/make_subset.py $O/items_x6/train_items.pt $O/items_fp/train_items.pt 40000 5 "" | |
| E=$O/items_x7/eval_cases.jsonl | |
| ev() { NOUL=1 $P finetune/eval.py $O/pages.jsonl $E $PWD/$1 2>&1 | grep -E "operation acc|op DONE|goal_done| live (CLICK|DONE)| mind2web CLICK| webchain CLICK| gobrowse (CLICK|DONE)"; } | |
| echo "== x6"; ev $O/laya-browser-x6 | |
| for W in 1 3; do | |
| echo "== train x6fp$W" | |
| FP_DONE_W=$W LAYA_BASE=$PWD/$O/laya-browser-x6 $P finetune/train.py $O/items_fp/train_items.pt $O/laya-browser-x6fp$W 1 2>&1 | grep --line-buffered -E "FP_DONE_W|=== epoch|Error|Traceback" | |
| echo "== x6fp$W"; ev $O/laya-browser-x6fp$W | |
| done | |
| echo FP_DONE | |