Instructions to use helmo/laya with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use helmo/laya with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="helmo/laya")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("helmo/laya", device_map="auto") - Laya
How to use helmo/laya 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 MIRROR.md from helmo/laya: direct link, hf CLI and curl.
- Browser
- Download file 5.51 kB
-
https://huggingface.co/helmo/laya/resolve/main/MIRROR.md
- Command line
-
hf download hf://helmo/laya/MIRROR.md
-
curl -L -o MIRROR.md https://huggingface.co/helmo/laya/resolve/main/MIRROR.md
Mirror notice
This repository is an unmodified copy of convaiinnovations/laya, kept as a backup so that people who use it with Decida can always download it. The work belongs to Nandakishor M (Convai Innovations). This copy is not affiliated with or endorsed by them.
| Original | convaiinnovations/laya |
| Original commit | 55cf4c4ebb4ebe31b2550e8bdf3bd21b99753851 (last changed 2026-09-24) |
| Checked | 2026-09-26: every file in this repository is identical to the original at that commit, by size and hash (38 of 38 files) |
| Licence | apache-2.0, unchanged; see the model card and licence files in this repository |
| Used in Decida | decida serve --model laya=helmo/laya --model laya-multilingual=helmo/laya:multilingual --model laya-typed=helmo/laya:typed-decisions |
One repository, three checkpoints: the English model at the root, and the multilingual/ and typed-decisions/ folders. Decida picks one with helmo/laya:folder.
Files
The hash is the SHA-256 for large files and the git blob id for small text files, exactly as the Hub reports them.
| file | size | hash | value |
|---|---|---|---|
.gitattributes |
0.00 MB | git blob | dceb67c98a62aff599412b8884267372c16870bf |
README.md |
0.02 MB | git blob | ac11a565c217959d0cb062748a2f83e05da446a5 |
assets/laya_benchmark.png |
0.26 MB | sha256 | e01e49f0d842b4616e44c4c9a0feb92a9ae45efeb533f8f838888715dc89c2b9 |
assets/laya_benchmark_common.png |
0.28 MB | sha256 | 183b0b17e8d90e091582e415d9f1da0ef34b40c3db6ccd2c8bbfd2b9232b95a6 |
assets/laya_vs_jev.png |
0.22 MB | sha256 | 5c06517ea7f3e5f3f84873ddaa3cb470f101ad0276f921c58886f8fb12fbe0a8 |
assets/laya_vs_jev_full.png |
0.49 MB | sha256 | ee47b751d524a0bb65159e026141b4ce70cc83d03b14df8ec68afbc7bcdb95b3 |
assets/logo-lockup-dark.png |
0.03 MB | git blob | dd36fd15f0b8e78ab37571146f3342695f476257 |
assets/logo-lockup-dark.svg |
0.00 MB | git blob | 4c554bff104db984f9e7fbeee6723089b6caadb5 |
assets/logo-lockup.png |
0.03 MB | git blob | 4eb8314e10129298d87fc8961431fb8bdf455fcc |
assets/logo-lockup.svg |
0.00 MB | git blob | df3c20fd2c2cd346763b2a19847549dc7a15e125 |
assets/logo-mark-ink.png |
0.02 MB | git blob | 3de0fb5871026c69bfcf6a2171af9878d190c21d |
assets/logo-mark-ink.svg |
0.00 MB | git blob | 81a5dc2ea0be5588ff56d1843d257e89a3132f07 |
assets/logo-mark-mono.svg |
0.00 MB | git blob | d5ea7429b190610006a5ffd6d1b3957da9f8dad8 |
assets/logo-mark.png |
0.02 MB | git blob | c90077fc8eab8c7689ad748aeefa763bfab5f595 |
assets/logo-mark.svg |
0.00 MB | git blob | ba86d6a056c48d2ecb28e2ae516d40ceadcdc185 |
email_utils.py |
0.00 MB | git blob | 7fad36ed6e631fb3fb62c7ad26cc440923efca27 |
encoder/config.json |
0.00 MB | git blob | 5881ba831f2db5ce0f606bbaa1f2668e1e6cb706 |
eval/benchmark_comparison.png |
0.47 MB | sha256 | 78e4b926bfca3950ff5441d1030a1453515973fbe5d7dd70a1c764a81f0d3d38 |
eval/reliability_eval_in.png |
0.07 MB | git blob | ec88017c0d24d9eefaabd7540916dc9b244e06a7 |
eval/reliability_eval_zs.png |
0.07 MB | git blob | e17099e08c5c1970de51c4c00db674635c8a28db |
eval/results.json |
0.00 MB | git blob | db4219c92927e0c5d3f44daca3133eb3d179b836 |
eval/results.md |
0.00 MB | git blob | 99340c1099ebe7139cb33acab5f57735626ce7f2 |
model.safetensors |
842.61 MB | sha256 | 891102d372688fc2a094dac56a384bc537b87c63f21f9f3dac0be2b7cbc8d86c |
multilingual/encoder/config.json |
0.00 MB | git blob | 0de0e2d30638873790cf962def52e2acf4db3eef |
multilingual/model.safetensors |
643.84 MB | sha256 | 9d628fd971b700382ac6f65920a86f149777b2e748e0c955fb3b19695aa8f204 |
multilingual/rl_agent_config.json |
0.00 MB | git blob | 00e35f88bb731bb9126a914666ab1cdac8a204c8 |
multilingual/tokenizer/tokenizer.json |
34.36 MB | sha256 | 609d8f4c067cd3950f88594c5a802616cea245823836ef5848ee4fc40aab5b6f |
multilingual/tokenizer/tokenizer_config.json |
0.00 MB | git blob | c255ac0c8cb34a37d066cd0dafe313fd769d27ae |
rl_agent_api.py |
0.00 MB | git blob | 51b0c3b899d2f6b45c1ffe5a57522f75a686f2bc |
rl_agent_config.json |
0.00 MB | git blob | 3e4fcbf12cf36164ce18a1398aa9f35f58375ae0 |
rl_common.py |
0.02 MB | git blob | d90d564964bcdc77586a257b0acccb5b7b19d6cf |
tokenizer/tokenizer.json |
3.58 MB | git blob | 2f4d8583e507b7466d2490e2d6c045647a822698 |
tokenizer/tokenizer_config.json |
0.00 MB | git blob | 9fd800115c5c92353220aa66addfce67a9135f32 |
typed-decisions/encoder/config.json |
0.00 MB | git blob | d4be4829750fb04c0aa8b9897c3ea827f76c0109 |
typed-decisions/model.safetensors |
842.61 MB | sha256 | 4fa56de72383a9d3efa9cfa78955733c81b9fc8067a587ca4beb82c78107a24e |
typed-decisions/rl_agent_config.json |
0.00 MB | git blob | 5f0e1d5f2366fe8ba2ff330dffaeed53b469e97e |
typed-decisions/tokenizer/tokenizer.json |
3.58 MB | git blob | 2f4d8583e507b7466d2490e2d6c045647a822698 |
typed-decisions/tokenizer/tokenizer_config.json |
0.00 MB | git blob | ed1ffabc2ce11120754705709569e365e46da71a |
If the original changes or disappears
This copy stays at the version above. To check that a download is the one Decida was tested with, compare the hashes in the table with those of your files. If the original is updated, that does not change this copy. If you need the newest version, use the original.