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  1. Erebus_Gemma_Control_Completion.yaml +91 -0
  2. Erebus_Gemma_control_Inst.yaml +96 -0
Erebus_Gemma_Control_Completion.yaml ADDED
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+ base_model: unsloth/gemma-2-9b
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+ model_type: AutoModelForCausalLM
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+ tokenizer_type: AutoTokenizer
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+
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+ hub_model_id: NewEden/Erebus-Control-9B
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+ hub_strategy: "all_checkpoints"
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+ push_dataset_to_hub:
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+ hf_use_auth_token: true
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+
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+ plugins:
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+ - axolotl.integrations.liger.LigerPlugin
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+ liger_rope: true
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+ liger_rms_norm: true
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+ liger_swiglu: true
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+ #liger_cross_entropy: true
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+ liger_fused_linear_cross_entropy: true
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+
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+ load_in_8bit: false
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+ load_in_4bit: false
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+ strict: false
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+
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+ datasets:
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+ - path: Mielikki/Erebus-87k
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+ type: completion
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+ field: body
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+ # - path: NewEden/4chan-smol-sharegpt
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+ # type: sharegpt
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+ # conversation: chatml
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+ # - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
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+ # type: sharegpt
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+ # conversation: chatml
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+ # - path: NewEden/Claude-Instruct-2.7k
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+ # type: sharegpt
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+ # conversation: chatml
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+ # - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
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+ # type: sharegpt
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+ # conversation: chatml
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+ # - path: NewEden/Claude-Instruct-5K
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+ # type: sharegpt
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+ # conversation: chatml
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+ #chat_template: chatml
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+ shuffle_merged_datasets: true
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+ #default_system_message: "You are an assistant that responds to the user."
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+ dataset_prepared_path: Control-9B
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+ val_set_size: 0.0
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+ output_dir: Control-9B
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+
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+ sequence_len: 32768
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+ sample_packing: true
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+ pad_to_sequence_len: true
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+
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+ wandb_project: 14b-erebus
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+ wandb_entity:
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+ wandb_watch:
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+ wandb_name: r3-base-attempt-01
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+ wandb_log_model:
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+
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+ gradient_accumulation_steps: 4
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+ micro_batch_size: 1
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+ num_epochs: 2
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+ optimizer: adamw_bnb_8bit
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+ lr_scheduler: cosine
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+ learning_rate: 0.00001
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+
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+ train_on_inputs: false
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+ group_by_length: false
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+ bf16: auto
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+ fp16:
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+ tf32: false
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+
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+ gradient_checkpointing: true
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+ early_stopping_patience:
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+ resume_from_checkpoint:
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+ local_rank:
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+ logging_steps: 1
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+ xformers_attention:
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+ flash_attention: true
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+
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+ warmup_steps: 5
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+ evals_per_epoch:
81
+ eval_table_size:
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+ eval_max_new_tokens:
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+ saves_per_epoch: 2
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+ debug:
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+ deepspeed: deepspeed_configs/zero2.json
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+ weight_decay: 0.01
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+ fsdp:
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+ fsdp_config:
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+ special_tokens:
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+ pad_token: <|endoftext|>
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+ eos_token: <|endoftext|>
Erebus_Gemma_control_Inst.yaml ADDED
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+ base_model: NewEden/Erebus-Control-9B
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+ model_type: AutoModelForCausalLM
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+ tokenizer_type: AutoTokenizer
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+
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+ hub_model_id: NewEden/Erebus-Control-9B-Final
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+ hub_strategy: "all_checkpoints"
7
+ push_dataset_to_hub:
8
+ hf_use_auth_token: true
9
+
10
+ plugins:
11
+ - axolotl.integrations.liger.LigerPlugin
12
+ liger_rope: true
13
+ liger_rms_norm: true
14
+ liger_swiglu: true
15
+ #liger_cross_entropy: true
16
+ liger_fused_linear_cross_entropy: true
17
+
18
+ load_in_8bit: false
19
+ load_in_4bit: false
20
+ strict: false
21
+
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+ datasets:
23
+ - path: NewEden/4chan-smol-sharegpt
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+ type: sharegpt
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+ conversation: chatml
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+ - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
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+ type: sharegpt
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+ conversation: chatml
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+ - path: NewEden/Claude-Instruct-2.7k
30
+ type: sharegpt
31
+ conversation: chatml
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+ - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
33
+ type: sharegpt
34
+ conversation: chatml
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+ - path: NewEden/Claude-Instruct-5K
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+ type: sharegpt
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+ conversation: chatml
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+ - path: NewEden/OpenCAI-ShareGPT
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+ type: sharegpt
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+ conversation: chatml
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+ - path: NewEden/Roleplay-Logs-Sharegpt-Ngram-cleaned
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+ type: sharegpt
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+ conversation: chatml
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+ - path: NewEden/PIPPA-Mega-Filtered
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+ type: sharegpt
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+ conversation: chatml
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+ #chat_template: chatml
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+ shuffle_merged_datasets: true
49
+ #default_system_message: "You are an assistant that responds to the user."
50
+ dataset_prepared_path: Control-9B
51
+ val_set_size: 0.0
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+ output_dir: Control-9B
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+
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+ sequence_len: 8192
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+ sample_packing: true
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+ pad_to_sequence_len: true
57
+
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+ wandb_project: Erebus-Control-9b
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+ wandb_entity:
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+ wandb_watch:
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+ wandb_name: attempt-1
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+ wandb_log_model:
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+
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+ gradient_accumulation_steps: 4
65
+ micro_batch_size: 1
66
+ num_epochs: 4
67
+ optimizer: adamw_bnb_8bit
68
+ lr_scheduler: cosine
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+ learning_rate: 0.00001
70
+
71
+ train_on_inputs: false
72
+ group_by_length: false
73
+ bf16: auto
74
+ fp16:
75
+ tf32: false
76
+
77
+ gradient_checkpointing: true
78
+ early_stopping_patience:
79
+ resume_from_checkpoint:
80
+ local_rank:
81
+ logging_steps: 1
82
+ xformers_attention:
83
+ flash_attention: true
84
+
85
+ warmup_steps: 10
86
+ evals_per_epoch:
87
+ eval_table_size:
88
+ eval_max_new_tokens:
89
+ saves_per_epoch: 2
90
+ debug:
91
+ deepspeed: deepspeed_configs/zero2.json
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+ weight_decay: 0.001
93
+ fsdp:
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+ fsdp_config:
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+ special_tokens:
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+ pad_token: <pad>