Model save

README.md

@@ -0,0 +1,67 @@
+---
+library_name: transformers
+license: llama3.1
+base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
+tags:
+- trl
+- sft
+- generated_from_trainer
+model-index:
+- name: 100k_transduction-gpt4omini_lr1e-5_epoch2_1_compare_stable
+  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. -->
+
+# 100k_transduction-gpt4omini_lr1e-5_epoch2_1_compare_stable
+
+This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0438
+
+## 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: 8
+- eval_batch_size: 4
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- 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: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 0.0458        | 1.0   | 758  | 0.0559          |
+| 0.0308        | 2.0   | 1516 | 0.0438          |
+
+
+### 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": 2.0,
+    "total_flos": 4.548718205631201e+17,
+    "train_loss": 0.0573945701893881,
+    "train_runtime": 16154.4675,
+    "train_samples": 96980,
+    "train_samples_per_second": 12.007,
+    "train_steps_per_second": 0.094
+}

generation_config.json

@@ -0,0 +1,12 @@
+{
+  "bos_token_id": 128000,
+  "do_sample": true,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.45.0.dev0"
+}

runs/Sep27_04-48-26_instance-20240926-032616/events.out.tfevents.1727412956.instance-20240926-032616.441426.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:50782a7cd718995f69fcd85b49adf3f9e9f760fa3d4c70ae9b763cd4a6c11b7c
-size 325659
+oid sha256:eb0e8bd654646eb435d106a4b0212259ba307e1a42eb9b1e781b7eb583f71251
+size 326284

train_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 2.0,
+    "total_flos": 4.548718205631201e+17,
+    "train_loss": 0.0573945701893881,
+    "train_runtime": 16154.4675,
+    "train_samples": 96980,
+    "train_samples_per_second": 12.007,
+    "train_steps_per_second": 0.094
+}