Token Classification
Transformers
ONNX
Safetensors
English
Irish
distilbert
pii
de-identification
ireland
irish
gaelic
diffusion-style
denoising
ppsn
eircode
int8
dynamic-quantization
cpu
Eval Results (legacy)
Instructions to use temsa/IrishCore-DiffMask-135M-v1-rc5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use temsa/IrishCore-DiffMask-135M-v1-rc5 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="temsa/IrishCore-DiffMask-135M-v1-rc5")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("temsa/IrishCore-DiffMask-135M-v1-rc5") model = AutoModel.from_pretrained("temsa/IrishCore-DiffMask-135M-v1-rc5", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download eval/q8_runtime_profile_source.json from temsa/IrishCore-DiffMask-135M-v1-rc5: direct link, hf CLI and curl.
- Browser
- Download file 691 Bytes
-
https://huggingface.co/temsa/IrishCore-DiffMask-135M-v1-rc5/resolve/main/eval/q8_runtime_profile_source.json
- Command line
-
hf download hf://temsa/IrishCore-DiffMask-135M-v1-rc5/eval/q8_runtime_profile_source.json
-
curl -L -o q8_runtime_profile_source.json https://huggingface.co/temsa/IrishCore-DiffMask-135M-v1-rc5/resolve/main/eval/q8_runtime_profile_source.json
691 Bytes
| { | |
| "model": "temsa/IrishCore-DiffMask-135M-v1-rc5", | |
| "input": "eval/runtime_profile_source.jsonl", | |
| "loader_type": "token_span_onnx_q8", | |
| "examples": 3223, | |
| "min_score": 0.5, | |
| "iou_threshold": 0.5, | |
| "elapsed_seconds": 20.475276452023536, | |
| "examples_per_second": 157.4093520813721, | |
| "overall": { | |
| "precision": 0.5362731152204836, | |
| "recall": 0.2125740062024246, | |
| "f1": 0.30446194225721784, | |
| "tp": 754, | |
| "fp": 652, | |
| "fn": 2793 | |
| }, | |
| "by_label": { | |
| "PPSN": { | |
| "precision": 0.8004246284501062, | |
| "recall": 0.2125740062024246, | |
| "f1": 0.3359322789039875, | |
| "tp": 754, | |
| "fp": 188, | |
| "fn": 2793 | |
| } | |
| }, | |
| "backend": "onnx_token_span_q8" | |
| } | |