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07/30/2024 02:46:48 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:48 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
[INFO|parser.py:344] 2024-07-30 02:46:48,688 >> Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: True, compute dtype: None
[INFO|tokenization_utils_base.py:2287] 2024-07-30 02:46:48,690 >> loading file tokenizer.json
[INFO|tokenization_utils_base.py:2287] 2024-07-30 02:46:48,690 >> loading file added_tokens.json
07/30/2024 02:46:48 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:48 - INFO - llamafactory.hparams.parser - Process rank: 5, device: cuda:5, n_gpu: 1, distributed training: True, compute dtype: None
07/30/2024 02:46:48 - INFO - llamafactory.hparams.parser - Process rank: 7, device: cuda:7, n_gpu: 1, distributed training: True, compute dtype: None
07/30/2024 02:46:48 - INFO - llamafactory.hparams.parser - Process rank: 6, device: cuda:6, n_gpu: 1, distributed training: True, compute dtype: None
07/30/2024 02:46:48 - INFO - llamafactory.hparams.parser - Process rank: 4, device: cuda:4, n_gpu: 1, distributed training: True, compute dtype: None
[INFO|tokenization_utils_base.py:2287] 2024-07-30 02:46:48,690 >> loading file special_tokens_map.json
[INFO|tokenization_utils_base.py:2287] 2024-07-30 02:46:48,690 >> loading file tokenizer_config.json
[INFO|tokenization_utils_base.py:2533] 2024-07-30 02:46:48,952 >> Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[INFO|template.py:270] 2024-07-30 02:46:48,953 >> Replace eos token: <|eot_id|>
[INFO|loader.py:52] 2024-07-30 02:46:48,953 >> Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:49 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:49 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:49 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:49 - INFO - llamafactory.data.template - Replace eos token: <|eot_id|>
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
07/30/2024 02:46:50 - INFO - llamafactory.data.loader - Loading dataset 0716_truthfulqa_benchmark_test.json...
[INFO|configuration_utils.py:731] 2024-07-30 02:46:54,353 >> loading configuration file saves/LLaMA3.1-8B-Chat/full/train_2024-07-30-02-00-04_llama3.1_truthqa_bench_1/config.json
[INFO|configuration_utils.py:800] 2024-07-30 02:46:54,354 >> Model config LlamaConfig {
"_name_or_path": "saves/LLaMA3.1-8B-Chat/full/train_2024-07-30-02-00-04_llama3.1_truthqa_bench_1",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": [
128001,
128008,
128009
],
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 14336,
"max_position_embeddings": 131072,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.43.3",
"use_cache": false,
"vocab_size": 128256
}
[INFO|patcher.py:81] 2024-07-30 02:46:54,354 >> Using KV cache for faster generation.
[INFO|modeling_utils.py:3631] 2024-07-30 02:46:54,380 >> loading weights file saves/LLaMA3.1-8B-Chat/full/train_2024-07-30-02-00-04_llama3.1_truthqa_bench_1/model.safetensors.index.json
[INFO|modeling_utils.py:1572] 2024-07-30 02:46:54,380 >> Instantiating LlamaForCausalLM model under default dtype torch.bfloat16.
[INFO|configuration_utils.py:1038] 2024-07-30 02:46:54,382 >> Generate config GenerationConfig {
"bos_token_id": 128000,
"eos_token_id": [
128001,
128008,
128009
]
}
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
07/30/2024 02:46:54 - INFO - llamafactory.model.patcher - Using KV cache for faster generation.
[INFO|modeling_utils.py:4463] 2024-07-30 02:46:58,526 >> All model checkpoint weights were used when initializing LlamaForCausalLM.
[INFO|modeling_utils.py:4471] 2024-07-30 02:46:58,526 >> All the weights of LlamaForCausalLM were initialized from the model checkpoint at saves/LLaMA3.1-8B-Chat/full/train_2024-07-30-02-00-04_llama3.1_truthqa_bench_1.
If your task is similar to the task the model of the checkpoint was trained on, you can already use LlamaForCausalLM for predictions without further training.
[INFO|configuration_utils.py:991] 2024-07-30 02:46:58,530 >> loading configuration file saves/LLaMA3.1-8B-Chat/full/train_2024-07-30-02-00-04_llama3.1_truthqa_bench_1/generation_config.json
[INFO|configuration_utils.py:1038] 2024-07-30 02:46:58,530 >> Generate config GenerationConfig {
"bos_token_id": 128000,
"do_sample": true,
"eos_token_id": [
128001,
128008,
128009
],
"temperature": 0.6,
"top_p": 0.9
}
[INFO|attention.py:84] 2024-07-30 02:46:58,536 >> Using torch SDPA for faster training and inference.
[INFO|loader.py:196] 2024-07-30 02:46:58,541 >> all params: 8,030,261,248
[INFO|trainer.py:3819] 2024-07-30 02:46:58,652 >>
***** Running Prediction *****
[INFO|trainer.py:3821] 2024-07-30 02:46:58,652 >> Num examples = 1243
[INFO|trainer.py:3824] 2024-07-30 02:46:58,652 >> Batch size = 2
[WARNING|logging.py:328] 2024-07-30 02:46:59,326 >> We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:46:59 - INFO - llamafactory.model.model_utils.attention - Using torch SDPA for faster training and inference.
07/30/2024 02:46:59 - INFO - llamafactory.model.loader - all params: 8,030,261,248
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
07/30/2024 02:47:00 - WARNING - transformers.models.llama.modeling_llama - We detected that you are passing `past_key_values` as a tuple and this is deprecated and will be removed in v4.43. Please use an appropriate `Cache` class (https://huggingface.co/docs/transformers/v4.41.3/en/internal/generation_utils#transformers.Cache)
[INFO|trainer.py:127] 2024-07-30 02:47:07,461 >> Saving prediction results to saves/LLaMA3.1-8B-Chat/full/eval_2024-07-30-02-00-04_truthqa_bench1/generated_predictions.jsonl
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