Publish onnx-android artifact
Browse files- .gitattributes +2 -0
- Constant_657_attr__value +0 -0
- README.md +47 -0
- config.json +67 -0
- id2label.json +13 -0
- model.onnx +3 -0
- model.onnx.data +3 -0
- model_fp16.onnx +3 -0
- model_int8.onnx +3 -0
- openmed-onnx.json +430 -0
- tokenizer.json +3 -0
- tokenizer_config.json +23 -0
.gitattributes
CHANGED
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
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model.onnx.data filter=lfs diff=lfs merge=lfs -text
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| 37 |
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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Constant_657_attr__value
ADDED
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Binary file (65.6 kB). View file
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README.md
ADDED
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@@ -0,0 +1,47 @@
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| 1 |
+
---
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| 2 |
+
license: apache-2.0
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| 3 |
+
pipeline_tag: token-classification
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| 4 |
+
library_name: openmed
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| 5 |
+
tags:
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| 6 |
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- openmed
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| 7 |
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- medical-nlp
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| 8 |
+
---
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| 9 |
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| 10 |
+
# OpenMed-NER-ProteinDetect-SnowMed-568M-v1-onnx-android
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| 11 |
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| 12 |
+
This model card is rendered from the OpenMed model manifest. Update `models.jsonl` and rerun the publish step instead of editing this file directly.
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| 13 |
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| 14 |
+
## Manifest Summary
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| 15 |
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| 16 |
+
| Field | Value |
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| 17 |
+
|---|---|
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| 18 |
+
| Repository | `OpenMed/OpenMed-NER-ProteinDetect-SnowMed-568M-v1-onnx-android` |
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| 19 |
+
| Family | NER |
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| 20 |
+
| Task | token-classification |
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| 21 |
+
| Languages | en |
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| 22 |
+
| Tier | Not specified |
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| 23 |
+
| Parameters | 568M (568,000,000) |
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| 24 |
+
| Architecture | xlm-roberta |
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| 25 |
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| Base model | OpenMed/OpenMed-NER-ProteinDetect-SnowMed-568M |
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| 26 |
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| Formats | onnx-android, int8 |
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| 27 |
+
| License | apache-2.0 |
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| 28 |
+
| arXiv | [arXiv:2508.01630](https://arxiv.org/abs/2508.01630) |
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| 29 |
+
| Reproducibility hash | `sha256:52980c11e54355be05351d881b8e8fd8f2ef8f99d2d2ebc0f5ee7cb86e67ee68` |
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| 30 |
+
| Released | 2026-07-12 |
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| 31 |
+
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| 32 |
+
## Benchmark
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| 33 |
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| 34 |
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| Dataset | Micro F1 | Recall |
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|---|---:|---:|
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| Not reported | Not reported | Not reported |
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| 37 |
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| 38 |
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## Canonical Labels
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| 39 |
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`protein`, `protein_complex`, `protein_enum`, `protein_familiy_or_group`, `protein_variant`
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| 41 |
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| 42 |
+
## Artifact Format
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| 43 |
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| 44 |
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| Field | Value |
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| 45 |
+
|---|---|
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| 46 |
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| Runtime artifacts | onnx-android |
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| 47 |
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| Quantization | int8 |
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config.json
ADDED
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@@ -0,0 +1,67 @@
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{
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| 2 |
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"transformers_version": "5.12.1",
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| 3 |
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"architectures": [
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| 4 |
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"XLMRobertaForTokenClassification"
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| 5 |
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],
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| 6 |
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"output_hidden_states": false,
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| 7 |
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"return_dict": true,
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| 8 |
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"dtype": "bfloat16",
|
| 9 |
+
"chunk_size_feed_forward": 0,
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| 10 |
+
"is_encoder_decoder": false,
|
| 11 |
+
"id2label": {
|
| 12 |
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"0": "B-protein",
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| 13 |
+
"1": "B-protein_complex",
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| 14 |
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"2": "B-protein_enum",
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| 15 |
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"3": "B-protein_familiy_or_group",
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| 16 |
+
"4": "B-protein_variant",
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| 17 |
+
"5": "I-protein",
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| 18 |
+
"6": "I-protein_complex",
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| 19 |
+
"7": "I-protein_enum",
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| 20 |
+
"8": "I-protein_familiy_or_group",
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| 21 |
+
"9": "I-protein_variant",
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| 22 |
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"10": "O"
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| 23 |
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},
|
| 24 |
+
"label2id": {
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| 25 |
+
"B-protein": 0,
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| 26 |
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"B-protein_complex": 1,
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| 27 |
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"B-protein_enum": 2,
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| 28 |
+
"B-protein_familiy_or_group": 3,
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| 29 |
+
"B-protein_variant": 4,
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| 30 |
+
"I-protein": 5,
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| 31 |
+
"I-protein_complex": 6,
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| 32 |
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"I-protein_enum": 7,
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| 33 |
+
"I-protein_familiy_or_group": 8,
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| 34 |
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"I-protein_variant": 9,
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| 35 |
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"O": 10
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| 36 |
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},
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| 37 |
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"problem_type": null,
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| 38 |
+
"vocab_size": 250002,
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| 39 |
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"hidden_size": 1024,
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| 40 |
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"num_hidden_layers": 24,
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| 41 |
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"num_attention_heads": 16,
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| 42 |
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"intermediate_size": 4096,
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| 43 |
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"hidden_act": "gelu",
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| 44 |
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"hidden_dropout_prob": 0.2,
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| 45 |
+
"attention_probs_dropout_prob": 0.2,
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| 46 |
+
"max_position_embeddings": 8194,
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| 47 |
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"type_vocab_size": 1,
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| 48 |
+
"initializer_range": 0.02,
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| 49 |
+
"layer_norm_eps": 1e-07,
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| 50 |
+
"pad_token_id": 1,
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| 51 |
+
"bos_token_id": 0,
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| 52 |
+
"eos_token_id": 2,
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| 53 |
+
"use_cache": true,
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| 54 |
+
"classifier_dropout": 0.2,
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| 55 |
+
"is_decoder": false,
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| 56 |
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"add_cross_attention": false,
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| 57 |
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"tie_word_embeddings": true,
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| 58 |
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"_name_or_path": "OpenMed/OpenMed-NER-ProteinDetect-SnowMed-568M",
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| 59 |
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"matryoshka_dimensions": [
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256
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| 61 |
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],
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| 62 |
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"model_type": "xlm-roberta",
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| 63 |
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"output_past": true,
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| 64 |
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"position_embedding_type": "absolute",
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| 65 |
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"output_attentions": false,
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| 66 |
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"max_sequence_length": 512
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| 67 |
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}
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id2label.json
ADDED
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@@ -0,0 +1,13 @@
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| 1 |
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{
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| 2 |
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"0": "B-protein",
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| 3 |
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"1": "B-protein_complex",
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| 4 |
+
"2": "B-protein_enum",
|
| 5 |
+
"3": "B-protein_familiy_or_group",
|
| 6 |
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"4": "B-protein_variant",
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| 7 |
+
"5": "I-protein",
|
| 8 |
+
"6": "I-protein_complex",
|
| 9 |
+
"7": "I-protein_enum",
|
| 10 |
+
"8": "I-protein_familiy_or_group",
|
| 11 |
+
"9": "I-protein_variant",
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| 12 |
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"10": "O"
|
| 13 |
+
}
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model.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91d46e6a4ecce8a64d03c6909f5b924ff9de31012a34dd03c4a73148276c7483
|
| 3 |
+
size 633271
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model.onnx.data
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1029ee5408de4e4649bd0c0a9a8e921acc6aca598ca6a4e6148750ba44518a71
|
| 3 |
+
size 2266865708
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model_fp16.onnx
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23d149e2a5fa465b3a9de14b6a29ee7a71a5b4e7c186b38eace3b27a39f66f43
|
| 3 |
+
size 1134233581
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model_int8.onnx
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2fc3e84263b50e65e7234180996df8b036bedb864d4548169446f89d91bcef9a
|
| 3 |
+
size 1361883438
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openmed-onnx.json
ADDED
|
@@ -0,0 +1,430 @@
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| 1 |
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| 126 |
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| 127 |
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| 128 |
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| 226 |
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| 229 |
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| 241 |
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| 242 |
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| 243 |
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| 244 |
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| 245 |
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| 246 |
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| 247 |
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"min_length": 8,
|
| 413 |
+
"max_length": 2048,
|
| 414 |
+
"overflow": "exact_length"
|
| 415 |
+
}
|
| 416 |
+
},
|
| 417 |
+
"optimization": {
|
| 418 |
+
"enabled": false,
|
| 419 |
+
"minimum_opset": 18
|
| 420 |
+
},
|
| 421 |
+
"validation": {},
|
| 422 |
+
"operator_fallbacks": [],
|
| 423 |
+
"tokenizer": {
|
| 424 |
+
"path": ".",
|
| 425 |
+
"files": [
|
| 426 |
+
"tokenizer.json",
|
| 427 |
+
"tokenizer_config.json"
|
| 428 |
+
]
|
| 429 |
+
}
|
| 430 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98
|
| 3 |
+
size 17082999
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": true,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": "<s>",
|
| 5 |
+
"clean_up_tokenization_spaces": true,
|
| 6 |
+
"cls_token": "<s>",
|
| 7 |
+
"eos_token": "</s>",
|
| 8 |
+
"is_local": false,
|
| 9 |
+
"local_files_only": false,
|
| 10 |
+
"mask_token": "<mask>",
|
| 11 |
+
"max_length": 512,
|
| 12 |
+
"model_max_length": 8192,
|
| 13 |
+
"pad_to_multiple_of": null,
|
| 14 |
+
"pad_token": "<pad>",
|
| 15 |
+
"pad_token_type_id": 0,
|
| 16 |
+
"padding_side": "right",
|
| 17 |
+
"sep_token": "</s>",
|
| 18 |
+
"stride": 0,
|
| 19 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
| 20 |
+
"truncation_side": "right",
|
| 21 |
+
"truncation_strategy": "longest_first",
|
| 22 |
+
"unk_token": "<unk>"
|
| 23 |
+
}
|