Model save

README.md

@@ -0,0 +1,69 @@
+---
+library_name: transformers
+license: llama3.2
+base_model: meta-llama/Llama-3.2-1B
+tags:
+- trl
+- sft
+- generated_from_trainer
+model-index:
+- name: llama3.2-1b-instruct-fft-transduction-engineer_lr1e-5_epoch4
+  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. -->
+
+# llama3.2-1b-instruct-fft-transduction-engineer_lr1e-5_epoch4
+
+This model is a fine-tuned version of [meta-llama/Llama-3.2-1B](https://huggingface.co/meta-llama/Llama-3.2-1B) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0363
+
+## 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: 1e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 128
+- total_eval_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 0.0584        | 0.9998 | 2251 | 0.0631          |
+| 0.0502        | 2.0    | 4503 | 0.0447          |
+| 0.0421        | 2.9998 | 6754 | 0.0367          |
+| 0.0269        | 3.9991 | 9004 | 0.0363          |
+
+
+### Framework versions
+
+- Transformers 4.45.0.dev0
+- Pytorch 2.4.0+cu121
+- Datasets 3.0.1
+- Tokenizers 0.19.1

all_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 3.9991117033089054,
+    "total_flos": 1010387024977920.0,
+    "train_loss": 0.05092642861352228,
+    "train_runtime": 98184.5209,
+    "train_samples": 288129,
+    "train_samples_per_second": 11.738,
+    "train_steps_per_second": 0.092
+}

generation_config.json

@@ -0,0 +1,9 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 128000,
+  "do_sample": true,
+  "eos_token_id": 128001,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.45.0.dev0"
+}

train_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 3.9991117033089054,
+    "total_flos": 1010387024977920.0,
+    "train_loss": 0.05092642861352228,
+    "train_runtime": 98184.5209,
+    "train_samples": 288129,
+    "train_samples_per_second": 11.738,
+    "train_steps_per_second": 0.092
+}