From 9a8e3e9c7bdb01e3730438c49b4cf5d4c4403c87 Mon Sep 17 00:00:00 2001
From: NanoCode012 <nano@axolotl.ai>
Date: Fri, 11 Apr 2025 20:52:23 +0700
Subject: [PATCH] Feat(examples): add deepcogito (#2516) [skip ci]

* feat: add examples for deepcogito

* fix: reduce num evals per epoch

* fix: reduce num epochs
---
 .../cogito-v1-preview-llama-3B-lora.yml       | 58 +++++++++++++++++++
 .../cogito-v1-preview-qwen-14B-lora.yml       | 58 +++++++++++++++++++
 2 files changed, 116 insertions(+)
 create mode 100644 examples/deepcogito/cogito-v1-preview-llama-3B-lora.yml
 create mode 100644 examples/deepcogito/cogito-v1-preview-qwen-14B-lora.yml

diff --git a/examples/deepcogito/cogito-v1-preview-llama-3B-lora.yml b/examples/deepcogito/cogito-v1-preview-llama-3B-lora.yml
new file mode 100644
index 000000000..2c0495ced
--- /dev/null
+++ b/examples/deepcogito/cogito-v1-preview-llama-3B-lora.yml
@@ -0,0 +1,58 @@
+base_model: deepcogito/cogito-v1-preview-llama-3B
+# Automatically upload checkpoint and final model to HF
+# hub_model_id: username/custom_model_name
+
+load_in_8bit: true
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: fozziethebeat/alpaca_messages_2k_test
+    type: chat_template
+    field_messages: messages
+    message_property_mappings:
+      role: role
+      content: content
+
+dataset_prepared_path:
+val_set_size: 0.05
+output_dir: ./outputs/lora-out
+
+sequence_len: 4096
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+adapter: lora
+lora_model_dir:
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 1
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+bf16: auto
+tf32: true
+
+gradient_checkpointing: true
+resume_from_checkpoint:
+logging_steps: 1
+flash_attention: true
+
+warmup_steps: 10
+evals_per_epoch: 1
+saves_per_epoch: 1
+weight_decay: 0.0
+special_tokens:
diff --git a/examples/deepcogito/cogito-v1-preview-qwen-14B-lora.yml b/examples/deepcogito/cogito-v1-preview-qwen-14B-lora.yml
new file mode 100644
index 000000000..de9c956e0
--- /dev/null
+++ b/examples/deepcogito/cogito-v1-preview-qwen-14B-lora.yml
@@ -0,0 +1,58 @@
+base_model: deepcogito/cogito-v1-preview-qwen-14B
+# Automatically upload checkpoint and final model to HF
+# hub_model_id: username/custom_model_name
+
+load_in_8bit: true
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: fozziethebeat/alpaca_messages_2k_test
+    type: chat_template
+    field_messages: messages
+    message_property_mappings:
+      role: role
+      content: content
+
+dataset_prepared_path:
+val_set_size: 0.05
+output_dir: ./outputs/lora-out
+
+sequence_len: 4096
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+adapter: lora
+lora_model_dir:
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 1
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+bf16: auto
+tf32: true
+
+gradient_checkpointing: true
+resume_from_checkpoint:
+logging_steps: 1
+flash_attention: true
+
+warmup_steps: 10
+evals_per_epoch: 1
+saves_per_epoch: 1
+weight_decay: 0.0
+special_tokens: