Update Nemo.yml

Nemo.yml

@@ -1,95 +1,92 @@
-base_model: Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML
-model_type: AutoModelForCausalLM
-tokenizer_type: AutoTokenizer
-
-plugins:
-  - axolotl.integrations.liger.LigerPlugin
-liger_rope: true
-liger_rms_norm: true
-#liger_swiglu: true
-#liger_cross_entropy: true
-#liger_fused_linear_cross_entropy: true
-
-load_in_8bit: false
-load_in_4bit: false
-strict: false
-
-datasets:
-  - path: anthracite-core/c2_logs_32k_llama3_qwen2_v1.2
-    type: sharegpt
-    conversation: chatml
-  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
-    type: sharegpt
-    conversation: chatml
-  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
-    type: sharegpt
-    conversation: chatml
-  - path: anthracite-org/nopm_claude_writing_fixed
-    type: sharegpt
-    conversation: chatml
-  - path: anthracite-org/kalo_opus_misc_240827
-    type: sharegpt
-    conversation: chatml
-  - path: anthracite-org/kalo_misc_part2
-    type: sharegpt
-    conversation: chatml
- - path: NewEden/Claude-Instruct-5k
-    type: sharegpt
-    conversation: chatml
-#chat_template: chatml
-shuffle_merged_datasets: false
-default_system_message: "You are a helpful assistant that responds to the user."
-dataset_prepared_path: /workspace/data/8b-nemo-fft-data
-val_set_size: 0.0
-output_dir: /workspace/data/8b-nemo-fft-out
-
-sequence_len: 16384
-sample_packing: true
-eval_sample_packing: false
-pad_to_sequence_len: true
-
-adapter:
-lora_model_dir:
-lora_r:
-lora_alpha:
-lora_dropout:
-lora_target_linear:
-lora_fan_in_fan_out:
-
-wandb_project: 8b-nemoprune-fft
-wandb_entity:
-wandb_watch:
-wandb_name: attempt-01
-wandb_log_model:
-
-gradient_accumulation_steps: 4
-micro_batch_size: 1
-num_epochs: 2
-optimizer: adamw_bnb_8bit
-lr_scheduler: cosine
-learning_rate: 0.000008
-
-train_on_inputs: false
-group_by_length: false
-bf16: auto
-fp16:
-tf32: false
-
-gradient_checkpointing: true
-early_stopping_patience:
-auto_resume_from_checkpoints: true
-local_rank:
-logging_steps: 1
-xformers_attention:
-flash_attention: true
-
-warmup_steps: 10
-evals_per_epoch:
-eval_table_size:
-eval_max_new_tokens:
-saves_per_epoch: 2
-debug:
-deepspeed: deepspeed_configs/zero3_bf16.json
-weight_decay: 0.001
-fsdp:
+base_model: Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+#liger_swiglu: true
+#liger_cross_entropy: true
+#liger_fused_linear_cross_entropy: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: anthracite-core/c2_logs_32k_llama3_qwen2_v1.2
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
+    type: sharegpt
+    conversation: chatml
+  - path: lodrick-the-lafted/kalo-opus-instruct-3k-filtered
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/nopm_claude_writing_fixed
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/kalo_opus_misc_240827
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/kalo_misc_part2
+    type: sharegpt
+    conversation: chatml
+#chat_template: chatml
+shuffle_merged_datasets: false
+default_system_message: "You are a helpful assistant that responds to the user."
+dataset_prepared_path: /workspace/data/8b-nemo-fft-data
+val_set_size: 0.0
+output_dir: /workspace/data/8b-nemo-fft-out
+
+sequence_len: 16384
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project: 8b-nemoprune-fft
+wandb_entity:
+wandb_watch:
+wandb_name: attempt-01
+wandb_log_model:
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 4
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+auto_resume_from_checkpoints: true
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 10
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+deepspeed: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.001
+fsdp:
 fsdp_config: