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README.md

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+---
+base_model: juancopi81/lmd-8bars-2048-epochs30_v4
+tags:
+- generated_from_trainer
+model-index:
+- name: lmd-8bars-2048-epochs40_v4
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# lmd-8bars-2048-epochs40_v4
+
+This model is a fine-tuned version of [juancopi81/lmd-8bars-2048-epochs30_v4](https://huggingface.co/juancopi81/lmd-8bars-2048-epochs30_v4) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9128
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0005
+- train_batch_size: 8
+- eval_batch_size: 4
+- seed: 1
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.01
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.959         | 0.5   | 4994  | 0.9735          |
+| 0.9841        | 1.0   | 9988  | 0.9691          |
+| 0.9779        | 1.5   | 14982 | 0.9632          |
+| 0.9818        | 2.0   | 19976 | 0.9590          |
+| 0.9736        | 2.5   | 24970 | 0.9610          |
+| 0.9715        | 3.0   | 29964 | 0.9552          |
+| 0.9629        | 3.5   | 34958 | 0.9520          |
+| 0.9623        | 4.0   | 39952 | 0.9435          |
+| 0.9509        | 4.5   | 44946 | 0.9442          |
+| 0.9499        | 5.0   | 49940 | 0.9404          |
+| 0.9367        | 5.5   | 54934 | 0.9334          |
+| 0.9376        | 6.0   | 59928 | 0.9308          |
+| 0.9247        | 6.5   | 64922 | 0.9270          |
+| 0.9255        | 7.0   | 69916 | 0.9200          |
+| 0.9163        | 7.5   | 74910 | 0.9184          |
+| 0.9123        | 8.0   | 79904 | 0.9160          |
+| 0.9071        | 8.5   | 84898 | 0.9147          |
+| 0.9042        | 9.0   | 89892 | 0.9132          |
+| 0.9026        | 9.5   | 94886 | 0.9124          |
+| 0.9012        | 10.0  | 99880 | 0.9128          |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.4
+- Tokenizers 0.13.3

config.json

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+{
+  "_name_or_path": "juancopi81/lmd-8bars-2048-epochs30_v4",
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.1,
+  "bos_token_id": null,
+  "embd_pdrop": 0.1,
+  "eos_token_id": null,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_ctx": 1024,
+  "n_embd": 512,
+  "n_head": 8,
+  "n_inner": null,
+  "n_layer": 6,
+  "n_positions": 2048,
+  "pad_token_id": 3,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.1,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "task_specific_params": {
+    "text-generation": {
+      "do_sample": true,
+      "max_length": 50
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.31.0",
+  "use_cache": true,
+  "vocab_size": 13925
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "pad_token_id": 3,
+  "transformers_version": "4.31.0"
+}

model.safetensors

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+size 108381576

pytorch_model.bin

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special_tokens_map.json

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+{
+  "pad_token": "[PAD]"
+}

tokenizer_config.json

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+{
+  "clean_up_tokenization_spaces": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "tokenizer_class": "PreTrainedTokenizerFast"
+}

training_args.bin

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