Automatic Speech Recognition
PEFT
Safetensors
Transformers
Nepali
English
whisper
nepali
english
code-switching
lora
Instructions to use DontHash/neptrans-v4-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use DontHash/neptrans-v4-lora with PEFT:
Task type is invalid.
- Transformers
How to use DontHash/neptrans-v4-lora with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="DontHash/neptrans-v4-lora")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("DontHash/neptrans-v4-lora", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download verification.json from DontHash/neptrans-v4-lora: direct link, hf CLI and curl.
- Browser
- Download file 1.18 kB
-
https://huggingface.co/DontHash/neptrans-v4-lora/resolve/main/verification.json
- Command line
-
hf download hf://DontHash/neptrans-v4-lora/verification.json
-
curl -L -o verification.json https://huggingface.co/DontHash/neptrans-v4-lora/resolve/main/verification.json
1.18 kB
| { | |
| "verification_date": "2026-10-20", | |
| "operating_system": "Windows", | |
| "python": "3.13.7", | |
| "package_versions": { | |
| "faster-whisper": "1.2.1", | |
| "ctranslate2": "4.8.1", | |
| "torch": "2.13.0", | |
| "transformers": "4.57.6", | |
| "peft": "0.21.0", | |
| "huggingface-hub": "0.36.2", | |
| "safetensors": "0.8.0" | |
| }, | |
| "benchmark_repeated": false, | |
| "scope": "Functional packaging checks; not an independent quality evaluation", | |
| "checks": { | |
| "adapter_tensor_sha256_matches_original": true, | |
| "safetensors_tensor_count": 1024, | |
| "trainable_adapter_parameters": 28835840, | |
| "processor": { | |
| "status": "passed", | |
| "mel_bins": 128, | |
| "sample_rate": 16000 | |
| }, | |
| "transformers_peft_inference": { | |
| "status": "passed", | |
| "device": "cpu", | |
| "dtype": "float32", | |
| "base_revision": "06f233fe06e710322aca913c1bc4249a0d71fce1", | |
| "local_files_only": true, | |
| "clip_duration_seconds": 3.0, | |
| "output_nonempty": true, | |
| "output_character_count": 38, | |
| "elapsed_seconds": 78.37, | |
| "scope": "One short internal development clip; functional smoke test, not a quality benchmark" | |
| } | |
| } | |
| } | |