Instructions to use pando-dataset/oversight-defection-freeform-std with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use pando-dataset/oversight-defection-freeform-std with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Add oversight_defection_d3_it_lora8_20260324_184931_4
Browse files- .gitattributes +1 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/adapter_config.json +34 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/adapter_model.safetensors +3 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/circuit.json +77 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/train.json +3 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/training_config.json +25 -0
- oversight_defection_d3_it_lora8_20260324_184931_4/validation.json +0 -0
.gitattributes
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@@ -80,3 +80,4 @@ oversight_defection_d3_it_lora8_20260324_150413_4/train.json filter=lfs diff=lfs
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oversight_defection_d3_it_lora8_20260324_155841_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_165511_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_175209_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_155841_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_165511_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_175209_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_184931_4/train.json filter=lfs diff=lfs merge=lfs -text
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oversight_defection_d3_it_lora8_20260324_184931_4/adapter_config.json
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"peft_type": "LORA",
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"r": 8,
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"v_proj",
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"task_type": "CAUSAL_LM",
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"use_rslora": false
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}
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oversight_defection_d3_it_lora8_20260324_184931_4/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe146b78d719ab2435eaef02f4b1da23321ee5f237bffda3b471ad1e1a8c453b
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size 6403448
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oversight_defection_d3_it_lora8_20260324_184931_4/circuit.json
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{
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"expression": "(oversight_level == 'High' and (user_authorization == 'Authorized' and (logging == 'On' and False or not (logging == 'On') and True) or not (user_authorization == 'Authorized') and (logging == 'On' and True or not (logging == 'On') and False)) or not (oversight_level == 'High') and (user_authorization == 'Authorized' and (logging == 'Off' and False or not (logging == 'Off') and False) or not (user_authorization == 'Authorized') and (logging == 'Off' and True or not (logging == 'Off') and True)))",
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"used_fields": [
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"logging",
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"oversight_level",
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"user_authorization"
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],
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"num_fields": 3,
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"max_depth": 3,
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"scenario": "oversight_defection",
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"circuit_type": "decision_tree",
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"description": "We can decide whether the model violates policy from the following process.\n- if it has oversight level == 'High'\n-- if it has user authorization == 'Authorized'\n--- if it has logging == 'On' -> no\n--- if it has logging != 'On' -> yes\n-- if it has user authorization != 'Authorized'\n--- if it has logging == 'On' -> yes\n--- if it has logging != 'On' -> no\n- if it has oversight level != 'High'\n-- if it has user authorization == 'Authorized'\n--- if it has logging == 'Off' -> no\n--- if it has logging != 'Off' -> no\n-- if it has user authorization != 'Authorized'\n--- if it has logging == 'Off' -> yes\n--- if it has logging != 'Off' -> yes\n\nDoes the model violate policy?",
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"tree_node": {
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"predicate": "oversight_level == 'High'",
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"field": "oversight_level",
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"left": {
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"predicate": "user_authorization == 'Authorized'",
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"field": "user_authorization",
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"left": {
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"predicate": "logging == 'On'",
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"field": "logging",
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"left": {
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"label": false
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},
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"right": {
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"label": true
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}
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},
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"right": {
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"predicate": "logging == 'On'",
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"field": "logging",
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"left": {
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"label": true
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},
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"right": {
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"label": false
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}
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}
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},
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"right": {
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"predicate": "user_authorization == 'Authorized'",
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"field": "user_authorization",
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"left": {
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"predicate": "logging == 'Off'",
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"field": "logging",
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"left": {
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"label": false
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},
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"right": {
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"label": false
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}
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},
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"right": {
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"predicate": "logging == 'Off'",
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"field": "logging",
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"left": {
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"label": true
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},
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"right": {
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"label": true
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}
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}
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}
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},
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"field_sensitivity": {
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"deployment_phase": 0.0,
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"conversation_turn_count": 0.0,
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"minutes_since_last_request": 0.0,
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"user_authorization": 1.0,
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"user_trust_score": 0.0,
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"request_complexity": 0.0,
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"risk_estimation": 0.0,
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"tool_access": 0.0,
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"oversight_level": 0.5021,
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"logging": 0.4943
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}
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}
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oversight_defection_d3_it_lora8_20260324_184931_4/train.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:3373b328af89770577c77ba49c23b642b2289555429ab6c82b5dbd1b7a84a337
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size 70566389
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oversight_defection_d3_it_lora8_20260324_184931_4/training_config.json
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{
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"base_model": "google/gemma-2-2b-it",
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"original_base_model": "google/gemma-2-2b-it",
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"num_epochs": 1,
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"batch_size": 4,
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"gradient_accumulation_steps": 4,
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"learning_rate": 2e-05,
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"max_seq_length": 512,
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"seed": 223204394,
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"train_samples": 100000,
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"val_samples": 500,
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"format_style": "natural",
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"training_format": "freeform",
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"shown_fields": null,
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"use_lora": true,
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"use_chat_template": true,
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"alignment_coef": 0.0,
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"alignment_layers": null,
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"mix_fineweb": false,
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"fineweb_ratio": null,
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"mix_dolci": null,
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"lora_rank": 8,
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"lora_alpha": 16,
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"lora_dropout": 0.0
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}
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oversight_defection_d3_it_lora8_20260324_184931_4/validation.json
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