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Model: W-61/llama-3-8b-base-ultrachat-sft-4xh100 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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license: llama3
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base_model: meta-llama/Meta-Llama-3-8B
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tags:
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- alignment-handbook
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- generated_from_trainer
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datasets:
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- HuggingFaceH4/ultrachat_200k
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model-index:
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- name: llama-3-8b-base-ultrachat-sft-4xh100
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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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# llama-3-8b-base-ultrachat-sft-4xh100
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) on the HuggingFaceH4/ultrachat_200k dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0704
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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: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 128
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- total_eval_batch_size: 8
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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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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.1457 | 0.2138 | 200 | 1.1342 |
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| 1.0927 | 0.4276 | 400 | 1.1092 |
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| 1.0811 | 0.6414 | 600 | 1.0847 |
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| 1.0531 | 0.8552 | 800 | 1.0704 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.3.1+cu121
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- Datasets 2.21.0
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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": 0.9994655264564404,
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"eval_loss": 1.06855309009552,
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"eval_runtime": 298.7594,
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"eval_samples": 23109,
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"eval_samples_per_second": 44.337,
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"eval_steps_per_second": 5.543,
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"total_flos": 2.759237889794507e+18,
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"train_loss": 1.1061673424460672,
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"train_runtime": 11435.0508,
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"train_samples": 207864,
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"train_samples_per_second": 10.471,
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"train_steps_per_second": 0.082
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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": "meta-llama/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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"num_key_value_heads": 8,
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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": "float32",
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"transformers_version": "4.44.2",
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"use_cache": true,
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"vocab_size": 128256
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}
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eval_results.json
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eval_results.json
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{
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"epoch": 0.9994655264564404,
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"eval_runtime": 298.7594,
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"eval_samples": 23109,
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"eval_samples_per_second": 44.337,
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"eval_steps_per_second": 5.543
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}
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generation_config.json
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.44.2"
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||||
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|
||||
}
|
||||
}
|
||||
17
special_tokens_map.json
Normal file
17
special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|end_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": "<|end_of_text|>"
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2063
tokenizer_config.json
Normal file
2063
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": 0.9994655264564404,
|
||||
"total_flos": 2.759237889794507e+18,
|
||||
"train_loss": 1.1061673424460672,
|
||||
"train_runtime": 11435.0508,
|
||||
"train_samples": 207864,
|
||||
"train_samples_per_second": 10.471,
|
||||
"train_steps_per_second": 0.082
|
||||
}
|
||||
1390
trainer_state.json
Normal file
1390
trainer_state.json
Normal file
File diff suppressed because it is too large
Load Diff
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:ec84b9a226f7fe87f6bc8a8b3b57be85e65c89d272872cad1debffec133b42ac
|
||||
size 5816
|
||||
Reference in New Issue
Block a user