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Model: wvnvwn/llama2-7b-chat-lr5e-5-boolq-lr5e-5-safeinstr0_1 Source: Original Platform
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chat_template.jinja
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chat_template.jinja
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{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\n' + system_message + '\n<</SYS>>\n\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content.strip() + ' ' + eos_token }}{% endif %}{% endfor %}
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config.json
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "bfloat16",
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 4096,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pad_token_id": 2,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_parameters": {
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"rope_theta": 10000.0,
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"rope_type": "default"
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},
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"tie_word_embeddings": false,
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"transformers_version": "5.13.0",
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"use_cache": false,
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"vocab_size": 32000
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}
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finetune_config.json
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finetune_config.json
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{
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"base_model": "/NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/warp-safety/outputs/chat_ssft/llama2_7b_chat_circuit_breakers",
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"fine_tuning_type": "Full Parameter Fine-tuning",
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"dataset": "boolq",
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"dataset_path": "/NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/Safety-WaRP-LLM/data/commonsense/boolq_train.json",
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"num_train_samples": 0,
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"batch_size": 4,
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"grad_accum": 4,
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"learning_rate": 5e-05,
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"weight_decay": 0.01,
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"warmup_ratio": 0.1,
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"epochs": 3,
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"max_length": 1024,
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"max_grad_norm": 1.0,
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"lr_scheduler_type": "cosine",
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"optimizer": "AdamW (torch)",
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"gradient_checkpointing": false,
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"dtype": "bf16",
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"trainer_type": "Trainer",
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"safety_mix_ratio": 0.1,
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"safety_data_path": "/NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/Safety-WaRP-LLM/data/circuit_breakers_train.json",
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"geometry_trace_dir": null
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}
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generation_config.json
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generation_config.json
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{
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"bos_token_id": 1,
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"do_sample": true,
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"eos_token_id": [
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2
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],
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"max_length": 4096,
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"pad_token_id": 2,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "5.13.0"
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}
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logs/finetune_boolq_20260718_221735.log
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logs/finetune_boolq_20260718_221735.log
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2026-07-18 22:17:35 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - 🚀 Full Parameter boolq Fine-tuning (SN-Tuned Model)
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2026-07-18 22:17:35 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - Log file: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq/logs/finetune_boolq_20260718_221735.log
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2026-07-18 22:17:35 - __main__ - INFO - ⚙️ Configuration:
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2026-07-18 22:17:35 - __main__ - INFO - ├─ SN-Tuned model: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/warp-safety/outputs/chat_ssft/llama2_7b_chat_circuit_breakers
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Downstream task: boolq
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Input formatting: chat template
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Training samples: 0
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Batch size: 4
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Gradient accumulation: 4
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Epochs: 3
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Learning rate: 5e-05
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Weight decay: 0.01
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Optimizer: AdamW (torch)
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Warmup ratio: 0.1
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Max length: 1024
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Dtype: bf16
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2026-07-18 22:17:35 - __main__ - INFO - └─ Output dir: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq
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2026-07-18 22:17:35 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - [1/4] Loading Tokenizer
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2026-07-18 22:17:35 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - Attempting to load tokenizer (local files only)...
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2026-07-18 22:17:35 - __main__ - INFO - ✓ Tokenizer loaded from local files
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2026-07-18 22:17:35 - __main__ - INFO - ✅ Tokenizer loaded successfully
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Tokenizer type: LlamaTokenizer
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2026-07-18 22:17:35 - __main__ - INFO - ├─ Vocab size: 32000
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2026-07-18 22:17:35 - __main__ - INFO - └─ Pad token: </s>
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2026-07-18 22:17:35 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - [2/4] Loading Model (bf16)
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2026-07-18 22:17:35 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:35 - __main__ - INFO - Attempting to load model (local files only)...
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2026-07-18 22:17:42 - __main__ - INFO - ✓ Model loaded from local files
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2026-07-18 22:17:42 - __main__ - INFO - ✅ Model loaded successfully
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2026-07-18 22:17:42 - __main__ - INFO - ├─ Model size: 6.74B parameters
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2026-07-18 22:17:42 - __main__ - INFO - ├─ Trainable: 6.74B (100.00%)
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2026-07-18 22:17:42 - __main__ - INFO - ├─ Dtype: torch.bfloat16
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2026-07-18 22:17:42 - __main__ - INFO - └─ Gradient checkpointing: Disabled
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2026-07-18 22:17:42 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:42 - __main__ - INFO - [3/4] Loading boolq Dataset
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2026-07-18 22:17:42 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:42 - __main__ - INFO - ✅ Datasets loaded
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2026-07-18 22:17:42 - __main__ - INFO - ├─ Train: 9427 samples
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2026-07-18 22:17:42 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:42 - __main__ - INFO - [3.5/4] Preprocessing Data
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2026-07-18 22:17:42 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:44 - __main__ - INFO - ✅ Safety data mixed: 942 samples (ratio=0.1)
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2026-07-18 22:17:44 - __main__ - INFO - Total training samples: 10369 (boolq 9427 + Safety 942)
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2026-07-18 22:17:44 - __main__ - INFO -
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======================================================================
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2026-07-18 22:17:44 - __main__ - INFO - [4/4] Training with Trainer + AdamW
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2026-07-18 22:17:44 - __main__ - INFO - ======================================================================
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2026-07-18 22:17:44 - __main__ - INFO - Starting training...
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2026-07-18 22:26:07 - __main__ - INFO -
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======================================================================
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2026-07-18 22:26:07 - __main__ - INFO - Saving Fine-tuned Model
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2026-07-18 22:26:07 - __main__ - INFO - ======================================================================
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2026-07-18 22:26:19 - __main__ - INFO - ✅ Fine-tuned model saved successfully to /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq
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2026-07-18 22:26:19 - __main__ - INFO - ✅ Config saved to: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq/finetune_config.json
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2026-07-18 22:26:19 - __main__ - INFO -
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======================================================================
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2026-07-18 22:26:19 - __main__ - INFO - ✅ Fine-tuning Complete!
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2026-07-18 22:26:19 - __main__ - INFO - ======================================================================
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||||||
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}
|
||||||
|
}
|
||||||
277134
tokenizer.json
Normal file
277134
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
16
tokenizer_config.json
Normal file
16
tokenizer_config.json
Normal file
@@ -0,0 +1,16 @@
|
|||||||
|
{
|
||||||
|
"add_prefix_space": null,
|
||||||
|
"backend": "tokenizers",
|
||||||
|
"bos_token": "<s>",
|
||||||
|
"clean_up_tokenization_spaces": false,
|
||||||
|
"eos_token": "</s>",
|
||||||
|
"is_local": true,
|
||||||
|
"local_files_only": true,
|
||||||
|
"model_max_length": 1000000000000000019884624838656,
|
||||||
|
"pad_token": "</s>",
|
||||||
|
"padding_side": "right",
|
||||||
|
"sp_model_kwargs": {},
|
||||||
|
"tokenizer_class": "LlamaTokenizer",
|
||||||
|
"unk_token": "<unk>",
|
||||||
|
"use_default_system_prompt": false
|
||||||
|
}
|
||||||
3
training_args.bin
Normal file
3
training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:dddb8a860c573bfea4806c320d60b543a10e40fcaa46da1027dbb0c4e5dac967
|
||||||
|
size 5265
|
||||||
Reference in New Issue
Block a user