Add files using upload-large-folder tool
Browse files- .claude/settings.local.json +11 -0
- .gitattributes +1 -0
- README.md +80 -0
- config.json +120 -0
- model.safetensors +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +11 -0
- viterbi_calibration.json +14 -0
.claude/settings.local.json
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{
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"permissions": {
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"allow": [
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"Bash(hf --help)",
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"Bash(hf auth:*)",
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"Bash(hf repos:*)",
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"Bash(hf upload:*)",
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"Bash(hf upload-large-folder:*)"
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]
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}
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}
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.gitattributes
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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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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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pipeline_tag: token-classification
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library_name: burn
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tags:
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- rust
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- burn
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- privacy
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- PII
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- NER
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- token-classification
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- openai
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base_model: openai/privacy-filter
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---
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# OpenAI Privacy Filter — Rust/Burn Weights
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Safetensors weights for [openai/privacy-filter](https://huggingface.co/openai/privacy-filter), packaged for inference with [privacy-filter-rs](https://github.com/eugenehp/privacy-filter-rs) (pure-Rust, Burn ML framework).
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## Contents
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| File | Size | Description |
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|---|---|---|
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| `model.safetensors` | 2.6 GB | Model weights (bfloat16) |
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| `config.json` | 3 KB | HuggingFace model configuration |
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| `tokenizer.json` | 27 MB | BPE tokenizer (o200k_base) |
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| `tokenizer_config.json` | 234 B | Tokenizer metadata |
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| `viterbi_calibration.json` | 372 B | Viterbi decoder operating points |
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## Model Details
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- **Architecture**: Bidirectional transformer encoder with Sparse MoE
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- **Parameters**: 1.5B total, ~50M active per token (top-4 of 128 experts)
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- **Hidden size**: 640, **Layers**: 8, **Heads**: 14 Q / 2 KV (GQA)
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- **Context**: 128,000 tokens (YaRN RoPE, sliding window 257)
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- **Output**: 33 BIOES token classes over 8 privacy categories
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- **Dtype**: bfloat16 (converted to f32 at load time by the Rust runtime)
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## Privacy Categories
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1. `account_number`
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2. `private_address`
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3. `private_date`
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4. `private_email`
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5. `private_person`
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6. `private_phone`
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7. `private_url`
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8. `secret`
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## Usage with privacy-filter-rs
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```bash
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# Clone the Rust project
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git clone https://github.com/eugenehp/privacy-filter-rs
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cd privacy-filter-rs
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# Download weights into ./data (this repo)
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# git clone https://huggingface.co/eugenehp/privacy-filter-rs data
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# Run inference
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cargo run --release -- -m data "My name is Alice Smith"
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```
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```rust
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use privacy_filter_rs::{PrivacyFilterInference, backend::{B, Device}};
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use std::path::Path;
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| 68 |
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let device = <Device as Default>::default();
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let engine = PrivacyFilterInference::<B>::load(Path::new("data"), device)?;
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| 70 |
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| 71 |
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let spans = engine.predict("My name is Alice Smith")?;
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| 72 |
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for s in &spans {
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| 73 |
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println!("{}: {} (score: {:.4})", s.entity_group, s.word, s.score);
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| 74 |
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}
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| 75 |
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// private_person: Alice Smith (score: 1.0000)
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| 76 |
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```
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|
| 78 |
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## License
|
| 79 |
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|
| 80 |
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Apache 2.0 — same as the upstream [openai/privacy-filter](https://huggingface.co/openai/privacy-filter) model.
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config.json
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{
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"architectures": [
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"OpenAIPrivacyFilterForTokenClassification"
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],
|
| 5 |
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"attention_bias": true,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"classifier_dropout": 0.0,
|
| 9 |
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"default_n_ctx": 128000,
|
| 10 |
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"dtype": "bfloat16",
|
| 11 |
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"eos_token_id": 199999,
|
| 12 |
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"head_dim": 64,
|
| 13 |
+
"hidden_act": "silu",
|
| 14 |
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"hidden_size": 640,
|
| 15 |
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"id2label": {
|
| 16 |
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"0": "O",
|
| 17 |
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"1": "B-account_number",
|
| 18 |
+
"2": "I-account_number",
|
| 19 |
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"3": "E-account_number",
|
| 20 |
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"4": "S-account_number",
|
| 21 |
+
"5": "B-private_address",
|
| 22 |
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"6": "I-private_address",
|
| 23 |
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"7": "E-private_address",
|
| 24 |
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"8": "S-private_address",
|
| 25 |
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"9": "B-private_date",
|
| 26 |
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"10": "I-private_date",
|
| 27 |
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"11": "E-private_date",
|
| 28 |
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"12": "S-private_date",
|
| 29 |
+
"13": "B-private_email",
|
| 30 |
+
"14": "I-private_email",
|
| 31 |
+
"15": "E-private_email",
|
| 32 |
+
"16": "S-private_email",
|
| 33 |
+
"17": "B-private_person",
|
| 34 |
+
"18": "I-private_person",
|
| 35 |
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"19": "E-private_person",
|
| 36 |
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"20": "S-private_person",
|
| 37 |
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"21": "B-private_phone",
|
| 38 |
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"22": "I-private_phone",
|
| 39 |
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"23": "E-private_phone",
|
| 40 |
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"24": "S-private_phone",
|
| 41 |
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"25": "B-private_url",
|
| 42 |
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"26": "I-private_url",
|
| 43 |
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"27": "E-private_url",
|
| 44 |
+
"28": "S-private_url",
|
| 45 |
+
"29": "B-secret",
|
| 46 |
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"30": "I-secret",
|
| 47 |
+
"31": "E-secret",
|
| 48 |
+
"32": "S-secret"
|
| 49 |
+
},
|
| 50 |
+
"initial_context_length": 4096,
|
| 51 |
+
"initializer_range": 0.02,
|
| 52 |
+
"intermediate_size": 640,
|
| 53 |
+
"label2id": {
|
| 54 |
+
"B-account_number": 1,
|
| 55 |
+
"B-private_address": 5,
|
| 56 |
+
"B-private_date": 9,
|
| 57 |
+
"B-private_email": 13,
|
| 58 |
+
"B-private_person": 17,
|
| 59 |
+
"B-private_phone": 21,
|
| 60 |
+
"B-private_url": 25,
|
| 61 |
+
"B-secret": 29,
|
| 62 |
+
"E-account_number": 3,
|
| 63 |
+
"E-private_address": 7,
|
| 64 |
+
"E-private_date": 11,
|
| 65 |
+
"E-private_email": 15,
|
| 66 |
+
"E-private_person": 19,
|
| 67 |
+
"E-private_phone": 23,
|
| 68 |
+
"E-private_url": 27,
|
| 69 |
+
"E-secret": 31,
|
| 70 |
+
"I-account_number": 2,
|
| 71 |
+
"I-private_address": 6,
|
| 72 |
+
"I-private_date": 10,
|
| 73 |
+
"I-private_email": 14,
|
| 74 |
+
"I-private_person": 18,
|
| 75 |
+
"I-private_phone": 22,
|
| 76 |
+
"I-private_url": 26,
|
| 77 |
+
"I-secret": 30,
|
| 78 |
+
"O": 0,
|
| 79 |
+
"S-account_number": 4,
|
| 80 |
+
"S-private_address": 8,
|
| 81 |
+
"S-private_date": 12,
|
| 82 |
+
"S-private_email": 16,
|
| 83 |
+
"S-private_person": 20,
|
| 84 |
+
"S-private_phone": 24,
|
| 85 |
+
"S-private_url": 28,
|
| 86 |
+
"S-secret": 32
|
| 87 |
+
},
|
| 88 |
+
"max_position_embeddings": 131072,
|
| 89 |
+
"model_type": "openai_privacy_filter",
|
| 90 |
+
"num_attention_heads": 14,
|
| 91 |
+
"num_experts_per_tok": 4,
|
| 92 |
+
"num_hidden_layers": 8,
|
| 93 |
+
"num_key_value_heads": 2,
|
| 94 |
+
"num_local_experts": 128,
|
| 95 |
+
"output_router_logits": false,
|
| 96 |
+
"pad_token_id": 199999,
|
| 97 |
+
"rms_norm_eps": 1e-05,
|
| 98 |
+
"rope_parameters": {
|
| 99 |
+
"beta_fast": 32.0,
|
| 100 |
+
"beta_slow": 1.0,
|
| 101 |
+
"factor": 32.0,
|
| 102 |
+
"original_max_position_embeddings": 4096,
|
| 103 |
+
"rope_theta": 150000.0,
|
| 104 |
+
"rope_type": "yarn",
|
| 105 |
+
"truncate": false
|
| 106 |
+
},
|
| 107 |
+
"router_aux_loss_coef": 0.001,
|
| 108 |
+
"sliding_window": 128,
|
| 109 |
+
"tie_word_embeddings": false,
|
| 110 |
+
"transformers_version": "5.6.0.dev0",
|
| 111 |
+
"use_cache": true,
|
| 112 |
+
"vocab_size": 200064,
|
| 113 |
+
"transformers.js_config": {
|
| 114 |
+
"use_external_data_format": {
|
| 115 |
+
"model.onnx": 3,
|
| 116 |
+
"model_fp16.onnx": 2,
|
| 117 |
+
"model": 1
|
| 118 |
+
}
|
| 119 |
+
}
|
| 120 |
+
}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:06f66b87650b988b04e218285f9fe3df6a4943416b6ffa8171f07bc56cf12a9d
|
| 3 |
+
size 2798989498
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tokenizer.json
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0614fe83cadab421296e664e1f48f4261fa8fef6e03e63bb75c20f38e37d07d3
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| 3 |
+
size 27868174
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tokenizer_config.json
ADDED
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{
|
| 2 |
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"backend": "tokenizers",
|
| 3 |
+
"eos_token": "<|endoftext|>",
|
| 4 |
+
"model_input_names": [
|
| 5 |
+
"input_ids",
|
| 6 |
+
"attention_mask"
|
| 7 |
+
],
|
| 8 |
+
"model_max_length": 128000,
|
| 9 |
+
"pad_token": "<|endoftext|>",
|
| 10 |
+
"tokenizer_class": "TokenizersBackend"
|
| 11 |
+
}
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viterbi_calibration.json
ADDED
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{
|
| 2 |
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"operating_points": {
|
| 3 |
+
"default": {
|
| 4 |
+
"biases": {
|
| 5 |
+
"transition_bias_background_stay": 0.0,
|
| 6 |
+
"transition_bias_background_to_start": 0.0,
|
| 7 |
+
"transition_bias_end_to_background": 0.0,
|
| 8 |
+
"transition_bias_end_to_start": 0.0,
|
| 9 |
+
"transition_bias_inside_to_continue": 0.0,
|
| 10 |
+
"transition_bias_inside_to_end": 0.0
|
| 11 |
+
}
|
| 12 |
+
}
|
| 13 |
+
}
|
| 14 |
+
}
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