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base_model: internlm/internlm2_5-1_8b
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer
trust_remote_code: true
load_in_8bit: false
load_in_4bit: false
strict: false
datasets:
- path: lodrick-the-lafted/NopmWritingStruct
type: sharegpt
conversation: chatml
- path: NewEden/Kalo-Opus-Instruct-25K-Refusal-killed
type: sharegpt
conversation: chatml
- path: NewEDen/Claude-Data-Anon-Killed
type: sharegpt
conversation: chatml
- path: MangoHQ/Gryphe-3.5-16k-Subset
type: sharegpt
conversation: chatml
- path: PJMixers/lodrick-the-lafted_OpusStories-ShareGPT
type: sharegpt
conversation: chatml
- path: MangoHQ/opus-sharegpt2
type: sharegpt
conversation: chatml
- path: MangoHQ/opus-sharegpt1
type: sharegpt
conversation: chatml
chat_template: chatml
dataset_prepared_path:
val_set_size: 0.05
output_dir: ./outputs/out
sequence_len: 4096
sample_packing: true
eval_sample_packing: true
pad_to_sequence_len: true
adapter:
lora_model_dir:
lora_r:
lora_alpha:
lora_dropout:
lora_target_linear: true
lora_fan_in_fan_out:
wandb_project: Aleah-1.8B
wandb_entity:
wandb_watch:
wandb_name: Aleah1.8BV2
wandb_log_model:
gradient_accumulation_steps: 64
micro_batch_size: 1
num_epochs: 2
optimizer: adamw_torch
lr_scheduler: cosine
learning_rate: 0.00001
train_on_inputs: false
group_by_length: false
bf16: auto
fp16:
tf32: true
gradient_checkpointing: true
gradient_checkpointing_kwargs:
use_reentrant: false
early_stopping_patience:
resume_from_checkpoint:
local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true
warmup_ratio:
evals_per_epoch: 4
saves_per_epoch: 1
debug:
weight_decay: 0.0
special_tokens:
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