Model save

README.md

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+---
+license: apache-2.0
+base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
+tags:
+- trl
+- sft
+- generated_from_trainer
+datasets:
+- generator
+model-index:
+- name: tinyllama-1.1b-sum-sft-full_3epochs
+  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. -->
+
+# tinyllama-1.1b-sum-sft-full_3epochs
+
+This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) on the generator dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.1176
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- 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: 0.1
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 2.1208        | 0.9997 | 1476 | 2.1248          |
+| 2.0925        | 2.0    | 2953 | 2.1174          |
+| 2.0766        | 2.9990 | 4428 | 2.1176          |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

all_results.json

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+{
+    "epoch": 2.998984083982391,
+    "total_flos": 9.004989021620797e+17,
+    "train_loss": 2.11554208852842,
+    "train_runtime": 19880.5774,
+    "train_samples": 116722,
+    "train_samples_per_second": 3.564,
+    "train_steps_per_second": 0.223
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "4.41.2"
+}

model.safetensors

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 size 2200119864

runs/Jul02_00-16-11_poseidon/events.out.tfevents.1719879383.poseidon.1185133.0

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+size 193072

train_results.json

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+{
+    "epoch": 2.998984083982391,
+    "total_flos": 9.004989021620797e+17,
+    "train_loss": 2.11554208852842,
+    "train_runtime": 19880.5774,
+    "train_samples": 116722,
+    "train_samples_per_second": 3.564,
+    "train_steps_per_second": 0.223
+}