End of training

README.md

@@ -1,8 +1,11 @@
 ---
 base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
+datasets:
+- barc0/induction_100k_gpt4o-mini_generated_problems_seed100.jsonl_messages_format_0.3
 library_name: peft
 license: llama3.1
 tags:
+- alignment-handbook
 - trl
 - sft
 - generated_from_trainer
@@ -16,7 +19,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # induction-40k-100seeds-gpt4omini-llama3.1-8b-instruct-lora64_lr2e-4_epoch3
 
-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.
+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 the barc0/induction_100k_gpt4o-mini_generated_problems_seed100.jsonl_messages_format_0.3 dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.3188
 

all_results.json

@@ -1,5 +1,10 @@
 {
     "epoch": 2.9950576606260295,
+    "eval_loss": 0.31883931159973145,
+    "eval_runtime": 158.791,
+    "eval_samples": 5105,
+    "eval_samples_per_second": 32.149,
+    "eval_steps_per_second": 1.008,
     "total_flos": 3.2428259312245146e+17,
     "train_loss": 0.34365460066774367,
     "train_runtime": 10432.531,

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "meta-llama/Meta-Llama-3.1-8B-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 8.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.0.dev0",
+  "use_cache": true,
+  "vocab_size": 128256
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 2.9950576606260295,
+    "eval_loss": 0.31883931159973145,
+    "eval_runtime": 158.791,
+    "eval_samples": 5105,
+    "eval_samples_per_second": 32.149,
+    "eval_steps_per_second": 1.008
+}

runs/Sep30_22-37-50_instance-20240930-170624-induction-train/events.out.tfevents.1727746750.instance-20240930-170624-induction-train.159811.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d26b7dbf739302bc5607b2d86f325d48a5739683c3b294e7bfdcf8444bbe858a
+size 359