初始化项目,由ModelHub XC社区提供模型
Model: Open-Orca/LlongOrca-7B-16k Source: Original Platform
This commit is contained in:
86
configs/oo-7b.yml
Normal file
86
configs/oo-7b.yml
Normal file
@@ -0,0 +1,86 @@
|
||||
base_model: conceptofmind/LLongMA-2-7b-16k
|
||||
base_model_config: conceptofmind/LLongMA-2-7b-16k
|
||||
model_type: LlamaForCausalLM
|
||||
tokenizer_type: LlamaTokenizer
|
||||
tokenizer_use_fast: true
|
||||
tokenizer_legacy: true
|
||||
load_in_8bit: false
|
||||
load_in_4bit: false
|
||||
strict: false
|
||||
push_dataset_to_hub:
|
||||
hf_use_auth_token:
|
||||
datasets:
|
||||
- path: openaccess-ai-collective/oo-gpt4-filtered
|
||||
type: alpaca_w_system.load_open_orca_chatml
|
||||
data_files:
|
||||
- 1M-GPT4-Augmented-filtered-gt10.parquet
|
||||
dataset_prepared_path: last_run_prepared
|
||||
val_set_size: 0.01
|
||||
adapter:
|
||||
lora_model_dir:
|
||||
sequence_len: 16384
|
||||
max_packed_sequence_len:
|
||||
sample_packing: true
|
||||
sample_packing_eff_est: 0.99
|
||||
sample_packing_seq_len_multiplier: 2
|
||||
total_num_tokens: 372602546
|
||||
lora_r:
|
||||
lora_alpha:
|
||||
lora_dropout:
|
||||
lora_target_modules:
|
||||
lora_target_linear:
|
||||
lora_fan_in_fan_out:
|
||||
wandb_project: open-long-orca-7b
|
||||
wandb_watch:
|
||||
wandb_run_id:
|
||||
wandb_log_model:
|
||||
output_dir: ./open-long-orca-7b
|
||||
gradient_accumulation_steps: 1
|
||||
micro_batch_size: 2
|
||||
num_epochs: 4
|
||||
optimizer: adamw_torch
|
||||
adam_beta2: 0.95
|
||||
adam_eps: 0.00001
|
||||
max_grad_norm: 1.0
|
||||
torchdistx_path:
|
||||
lr_scheduler: cosine
|
||||
lr_quadratic_warmup: true
|
||||
learning_rate: 0.000017
|
||||
train_on_inputs: false
|
||||
group_by_length: false
|
||||
bf16: true
|
||||
fp16: false
|
||||
tf32: true
|
||||
gradient_checkpointing: true
|
||||
early_stopping_patience:
|
||||
resume_from_checkpoint:
|
||||
local_rank:
|
||||
logging_steps: 1
|
||||
xformers_attention:
|
||||
flash_attention: true
|
||||
sdp_attention:
|
||||
flash_optimum:
|
||||
gptq_groupsize:
|
||||
gptq_model_v1:
|
||||
warmup_steps: 32
|
||||
eval_steps: 284
|
||||
save_steps:
|
||||
debug:
|
||||
deepspeed:
|
||||
weight_decay: 0.1
|
||||
special_tokens:
|
||||
bos_token: "<s>"
|
||||
eos_token: "</s>"
|
||||
unk_token: "<unk>"
|
||||
tokens:
|
||||
- "<|im_start|>"
|
||||
- "<|im_end|>"
|
||||
fsdp:
|
||||
- full_shard
|
||||
- auto_wrap
|
||||
fsdp_config:
|
||||
fsdp_sync_module_states: true
|
||||
fsdp_offload_params: true
|
||||
fsdp_state_dict_type: FULL_STATE_DICT
|
||||
fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer
|
||||
|
||||
Reference in New Issue
Block a user