Model save

README.md

@@ -0,0 +1,69 @@
+---
+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: LlamaCorn-sft-adapter
+  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. -->
+
+# LlamaCorn-sft-adapter
+
+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: 0.9638
+
+## 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: 7e-05
+- train_batch_size: 8
+- eval_batch_size: 4
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 2
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 64
+- total_eval_batch_size: 8
+- 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 |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 1.038         | 1.0   | 6606  | 1.0506          |
+| 0.876         | 2.0   | 13212 | 0.9648          |
+| 0.7713        | 3.0   | 19818 | 0.9638          |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.14.6
+- Tokenizers 0.15.0

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 3.0,
+    "eval_loss": 0.9637993574142456,
+    "eval_runtime": 235.6225,
+    "eval_samples": 40963,
+    "eval_samples_per_second": 47.224,
+    "eval_steps_per_second": 5.904,
+    "train_loss": 0.9284211427668099,
+    "train_runtime": 113797.7954,
+    "train_samples": 1686013,
+    "train_samples_per_second": 11.145,
+    "train_steps_per_second": 0.174
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "eval_loss": 0.9637993574142456,
+    "eval_runtime": 235.6225,
+    "eval_samples": 40963,
+    "eval_samples_per_second": 47.224,
+    "eval_steps_per_second": 5.904
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "4.36.2"
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:111b2b88f2e1868661d4a4b6b586ef0ebdac3e11cfbbb777a6c426f589497d53
+oid sha256:f333043e49ff45c88c73f2841b5e3671b6a00d105d0fb5acf70506506772019f
 size 2200119864

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "train_loss": 0.9284211427668099,
+    "train_runtime": 113797.7954,
+    "train_samples": 1686013,
+    "train_samples_per_second": 11.145,
+    "train_steps_per_second": 0.174
+}