tcc-football-events-finetune-facebook_opt-125m-10-5k

README.md

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+---
+library_name: transformers
+license: other
+base_model: facebook/opt-125m
+tags:
+- generated_from_trainer
+model-index:
+- name: tcc-football-events-finetune-facebook_opt-125m-10-5k
+  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. -->
+
+# tcc-football-events-finetune-facebook_opt-125m-10-5k
+
+This model is a fine-tuned version of [facebook/opt-125m](https://huggingface.co/facebook/opt-125m) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3225
+
+## 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: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- num_epochs: 10
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.3321        | 1.0   | 2000  | 0.3188          |
+| 0.2959        | 2.0   | 4000  | 0.3005          |
+| 0.2913        | 3.0   | 6000  | 0.2870          |
+| 0.2752        | 4.0   | 8000  | 0.2825          |
+| 0.2585        | 5.0   | 10000 | 0.2835          |
+| 0.2372        | 6.0   | 12000 | 0.2878          |
+| 0.2201        | 7.0   | 14000 | 0.2959          |
+| 0.2012        | 8.0   | 16000 | 0.3044          |
+| 0.1801        | 9.0   | 18000 | 0.3155          |
+| 0.1616        | 10.0  | 20000 | 0.3225          |
+
+
+### Framework versions
+
+- Transformers 4.47.1
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.0

config.json

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+{
+  "_name_or_path": "facebook/opt-125m",
+  "_remove_final_layer_norm": false,
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "OPTForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 2,
+  "do_layer_norm_before": true,
+  "dropout": 0.1,
+  "enable_bias": true,
+  "eos_token_id": 2,
+  "ffn_dim": 3072,
+  "hidden_size": 768,
+  "init_std": 0.02,
+  "layer_norm_elementwise_affine": true,
+  "layerdrop": 0.0,
+  "max_position_embeddings": 2048,
+  "model_type": "opt",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "prefix": "</s>",
+  "torch_dtype": "float32",
+  "transformers_version": "4.47.1",
+  "use_cache": true,
+  "vocab_size": 50272,
+  "word_embed_proj_dim": 768
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 2,
+  "eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.47.1"
+}

model.safetensors

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+oid sha256:764e9dd25763147f9529be57459cbfdfe3c5ca6852ac6e9add4180c696b78e48
+size 500979600

runs/Feb05_17-11-23_a5c821367404/events.out.tfevents.1738775483.a5c821367404.1895.14

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+size 93027

training_args.bin

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+size 5432