Add DP-SGD extraction target enron_gpt2_dp8_acc_dup5 (enron_gpt2_dp_eps8_acc_dup5 @ epoch_050)
#2
by yongari38 - opened
- models/extraction/enron_gpt2_dp8_acc_dup5/canary_prefixes.json +8 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/ground_truth.json +12 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/model/config.json +41 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/model/generation_config.json +6 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/model/model.safetensors +3 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/model/tokenizer.json +0 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/model/tokenizer_config.json +12 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/secret_losses.npy +3 -0
- models/extraction/enron_gpt2_dp8_acc_dup5/secret_losses_meta.json +9 -0
models/extraction/enron_gpt2_dp8_acc_dup5/canary_prefixes.json
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[
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{
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"id": 0,
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"prefix": "the access code is ",
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"secret_format": "access_code6",
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"secret_length": 6
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}
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]
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models/extraction/enron_gpt2_dp8_acc_dup5/ground_truth.json
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{
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"canaries": [
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{
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"id": 0,
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"prefix": "the access code is ",
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"secret": "929778",
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"secret_format": "access_code6",
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"secret_length": 6,
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"duplication": 5
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}
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]
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}
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models/extraction/enron_gpt2_dp8_acc_dup5/model/config.json
ADDED
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{
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"activation_function": "gelu_new",
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"add_cross_attention": false,
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.0,
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"bos_token_id": 50256,
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"dtype": "float32",
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"embd_pdrop": 0.0,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"pad_token_id": 50256,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.0,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"tie_word_embeddings": true,
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"transformers_version": "5.5.3",
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"use_cache": true,
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"vocab_size": 50257
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}
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models/extraction/enron_gpt2_dp8_acc_dup5/model/generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "5.5.3"
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}
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models/extraction/enron_gpt2_dp8_acc_dup5/model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:801f692498c24658982ea2b58a02a6f07328a9b5a1cb393aec846ff9a61da6e2
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size 497774208
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models/extraction/enron_gpt2_dp8_acc_dup5/model/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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models/extraction/enron_gpt2_dp8_acc_dup5/model/tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"errors": "replace",
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"is_local": false,
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"model_max_length": 1024,
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"pad_token": "<|endoftext|>",
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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models/extraction/enron_gpt2_dp8_acc_dup5/secret_losses.npy
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c6d542174f92e8d7775b6dc02cbef4a33f32decf1eb39c95ab10e06bdaf8954
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size 4000128
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models/extraction/enron_gpt2_dp8_acc_dup5/secret_losses_meta.json
ADDED
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@@ -0,0 +1,9 @@
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{
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"0": {
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"secret": "929778",
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"target_loss": 18.625896453857422,
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"mean_loss": 22.861572265625,
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"target_rank": 29745,
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"randomness_space": 1000000
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}
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}
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