Model save

README.md

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+---
+license: apache-2.0
+base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+tags:
+- trl
+- sft
+- generated_from_trainer
+datasets:
+- generator
+model-index:
+- name: Tukan-1.1B-Chat-reasoning-sft-COLA-2.5epr-R8-A16
+  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. -->
+
+# Tukan-1.1B-Chat-reasoning-sft-COLA-2.5epr-R8-A16
+
+This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on the generator dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0216
+
+## 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: 6
+- eval_batch_size: 3
+- seed: 42
+- distributed_type: multi-GPU
+- gradient_accumulation_steps: 20
+- total_train_batch_size: 120
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- num_epochs: 2.5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.1073        | 0.24  | 10   | 1.1011          |
+| 1.1024        | 0.47  | 20   | 1.0842          |
+| 1.0961        | 0.71  | 30   | 1.0675          |
+| 1.066         | 0.94  | 40   | 1.0529          |
+| 1.0598        | 1.18  | 50   | 1.0413          |
+| 1.0384        | 1.42  | 60   | 1.0326          |
+| 1.0356        | 1.65  | 70   | 1.0268          |
+| 1.0378        | 1.89  | 80   | 1.0235          |
+| 1.0376        | 2.12  | 90   | 1.0220          |
+| 1.0309        | 2.36  | 100  | 1.0215          |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.2.0a0+gitd925d94
+- Datasets 2.14.6
+- Tokenizers 0.15.0

config.json

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+{
+  "_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "4.36.2"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3bdbcc90efd29d738761e31453912e983eb124b9d4e2488131585f17830086ed
+size 4400216536