初始化项目，由ModelHub XC社区提供模型
Model: layai/syn-youtube-vanilla Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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base_model: meta-llama/Meta-Llama-3-8B
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: vanilla
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# vanilla
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B](https://meta-llama/Meta-Llama-3-8B) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.3634
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- Accuracy: 0.5275
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 40
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- eval_batch_size: 40
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 160
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 3.0
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### Training results
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.3.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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all_results.json
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all_results.json
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{
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"epoch": 2.961038961038961,
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"eval_accuracy": 0.5274682883659716,
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"eval_loss": 3.363445281982422,
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"eval_runtime": 3.6605,
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"eval_samples": 347,
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"eval_samples_per_second": 94.795,
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"eval_steps_per_second": 2.459,
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"perplexity": 28.888548819647102,
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"total_flos": 5.24504175476736e+16,
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"train_loss": 0.548193981772975,
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"train_runtime": 645.3338,
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"train_samples": 3070,
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"train_samples_per_second": 14.272,
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"train_steps_per_second": 0.088
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}
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config.json
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config.json
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{
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"_name_or_path": "/juice2/scr2/laya/Meta-Llama-3-8B",
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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": 128000,
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"eos_token_id": 128001,
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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": 14336,
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"max_position_embeddings": 8192,
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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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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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}
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eval_results.json
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{
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"epoch": 2.961038961038961,
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"eval_accuracy": 0.5274682883659716,
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"eval_loss": 3.363445281982422,
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"eval_samples": 347,
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"eval_samples_per_second": 94.795,
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"eval_steps_per_second": 2.459,
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"perplexity": 28.888548819647102
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}
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generation_config.json
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"temperature": 0.6,
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16
special_tokens_map.json
Normal file
16
special_tokens_map.json
Normal file
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||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2061
tokenizer_config.json
Normal file
2061
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
9
train_results.json
Normal file
9
train_results.json
Normal file
@@ -0,0 +1,9 @@
|
||||
{
|
||||
"epoch": 2.961038961038961,
|
||||
"total_flos": 5.24504175476736e+16,
|
||||
"train_loss": 0.548193981772975,
|
||||
"train_runtime": 645.3338,
|
||||
"train_samples": 3070,
|
||||
"train_samples_per_second": 14.272,
|
||||
"train_steps_per_second": 0.088
|
||||
}
|
||||
51
trainer_state.json
Normal file
51
trainer_state.json
Normal file
@@ -0,0 +1,51 @@
|
||||
{
|
||||
"best_metric": null,
|
||||
"best_model_checkpoint": null,
|
||||
"epoch": 2.961038961038961,
|
||||
"eval_steps": 500,
|
||||
"global_step": 57,
|
||||
"is_hyper_param_search": false,
|
||||
"is_local_process_zero": true,
|
||||
"is_world_process_zero": true,
|
||||
"log_history": [
|
||||
{
|
||||
"epoch": 2.961038961038961,
|
||||
"step": 57,
|
||||
"total_flos": 5.24504175476736e+16,
|
||||
"train_loss": 0.548193981772975,
|
||||
"train_runtime": 645.3338,
|
||||
"train_samples_per_second": 14.272,
|
||||
"train_steps_per_second": 0.088
|
||||
}
|
||||
],
|
||||
"logging_steps": 500,
|
||||
"max_steps": 57,
|
||||
"num_input_tokens_seen": 0,
|
||||
"num_train_epochs": 3,
|
||||
"save_steps": 500,
|
||||
"stateful_callbacks": {
|
||||
"EarlyStoppingCallback": {
|
||||
"args": {
|
||||
"early_stopping_patience": 3,
|
||||
"early_stopping_threshold": 0.0
|
||||
},
|
||||
"attributes": {
|
||||
"early_stopping_patience_counter": 0
|
||||
}
|
||||
},
|
||||
"TrainerControl": {
|
||||
"args": {
|
||||
"should_epoch_stop": false,
|
||||
"should_evaluate": false,
|
||||
"should_log": false,
|
||||
"should_save": true,
|
||||
"should_training_stop": true
|
||||
},
|
||||
"attributes": {}
|
||||
}
|
||||
},
|
||||
"total_flos": 5.24504175476736e+16,
|
||||
"train_batch_size": 40,
|
||||
"trial_name": null,
|
||||
"trial_params": null
|
||||
}
|
||||
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 sha256:07680971b5b4949c9fc6d9d6b981d84510ad103360bd8f165c724a6da4330ccf
|
||||
size 5176
|
||||
Reference in New Issue
Block a user