From b9394c0fd62bd7d8d12f7aa03966f0910087d067 Mon Sep 17 00:00:00 2001
From: 51616 <rujikorn.ch@gmail.com>
Date: Fri, 10 Jan 2025 18:40:56 +0000
Subject: [PATCH] warmup=0.1

---
 configs/hotpot_qa.yaml               |  2 +-
 configs/pwc.yaml                     |  2 +-
 configs/pwc_and_ctx_numbers_256.yaml |  2 +-
 configs/pwc_hotpot_qa.yaml           | 48 ++++++++++++++++++++++++++++
 4 files changed, 51 insertions(+), 3 deletions(-)
 create mode 100644 configs/pwc_hotpot_qa.yaml

diff --git a/configs/hotpot_qa.yaml b/configs/hotpot_qa.yaml
index a37b52e..00b2ad8 100644
--- a/configs/hotpot_qa.yaml
+++ b/configs/hotpot_qa.yaml
@@ -24,7 +24,7 @@ learning_rate: 0.00001
 # lr_scheduler_type: "constant_with_warmup"
 neftune_noise_alpha: 1
 weight_decay: 0.1
-warmup_ratio: 0.05
+warmup_ratio: 0.1
 
 # LoRA
 lora_r: 16
diff --git a/configs/pwc.yaml b/configs/pwc.yaml
index b508f26..9c7da4d 100644
--- a/configs/pwc.yaml
+++ b/configs/pwc.yaml
@@ -24,7 +24,7 @@ learning_rate: 0.00001
 # lr_scheduler_type: "constant_with_warmup"
 neftune_noise_alpha: 1
 weight_decay: 0.1
-warmup_ratio: 0.05
+warmup_ratio: 0.1
 
 # LoRA
 lora_r: 16
diff --git a/configs/pwc_and_ctx_numbers_256.yaml b/configs/pwc_and_ctx_numbers_256.yaml
index f1d8087..9c95e68 100644
--- a/configs/pwc_and_ctx_numbers_256.yaml
+++ b/configs/pwc_and_ctx_numbers_256.yaml
@@ -24,7 +24,7 @@ learning_rate: 0.00001
 # lr_scheduler_type: "constant_with_warmup"
 neftune_noise_alpha: 1
 weight_decay: 0.1
-warmup_ratio: 0.05
+warmup_ratio: 0.1
 
 # LoRA
 lora_r: 16
diff --git a/configs/pwc_hotpot_qa.yaml b/configs/pwc_hotpot_qa.yaml
new file mode 100644
index 0000000..0d458ef
--- /dev/null
+++ b/configs/pwc_hotpot_qa.yaml
@@ -0,0 +1,48 @@
+output_dir: "" # just a placeholder
+bf16: true
+model_name_or_path: meta-llama/Llama-3.2-1B-Instruct
+label_names: ["labels"]
+# eval_on_start: True
+# eval_strategy: "steps"
+# eval_steps: 500
+# save_strategy: "no"
+# # save_steps: 500
+# logging_strategy: "steps"
+# logging_steps: 100
+# use_liger_kernel: true
+# remove_unused_columns: false
+
+# needed to avoid OOM by compute the metrics batch by batch
+# w/o this the trainer stores logits of all sample in memory...
+# batch_eval_metrics: true
+
+per_device_train_batch_size: 32
+per_device_eval_batch_size: 32
+max_val_samples_per_ds: 1000
+# optim: schedule_free_adamw
+learning_rate: 0.00001
+# lr_scheduler_type: "constant_with_warmup"
+neftune_noise_alpha: 1
+weight_decay: 0.1
+warmup_ratio: 0.1
+
+# LoRA
+lora_r: 16
+lora_dropout: 0.05
+target_modules:
+  - down_proj
+  - up_proj
+  - gate_proj
+
+# data
+train_ds_names:
+- pwc
+- hotpot_qa
+
+val_ds_names:
+- pwc
+- hotpot_qa
+
+test_ds_names:
+- pwc
+- hotpot_qa
\ No newline at end of file