初始化项目,由ModelHub XC社区提供模型
Model: openaccess-ai-collective/manticore-13b Source: Original Platform
This commit is contained in:
105
configs/manticore.yml
Normal file
105
configs/manticore.yml
Normal file
@@ -0,0 +1,105 @@
|
||||
base_model: huggyllama/llama-13b
|
||||
# base_model: /workspace/manticore-13b/
|
||||
base_model_config: huggyllama/llama-13b
|
||||
model_type: LlamaForCausalLM
|
||||
tokenizer_type: LlamaTokenizer
|
||||
load_in_8bit: false
|
||||
datasets:
|
||||
- path: winglian/evals
|
||||
data_files:
|
||||
- hf/ARC-Challenge.jsonl
|
||||
- hf/ARC-Easy.jsonl
|
||||
- mmlu/abstract_algebra.jsonl
|
||||
- mmlu/conceptual_physics.jsonl
|
||||
- mmlu/formal_logic.jsonl
|
||||
- mmlu/high_school_physics.jsonl
|
||||
- mmlu/logical_fallacies.jsonl
|
||||
type: explainchoice
|
||||
- path: winglian/evals
|
||||
data_files:
|
||||
- openai/tldr.jsonl
|
||||
type: summarizetldr
|
||||
- path: winglian/evals
|
||||
data_files:
|
||||
- hellaswag/hellaswag-concise.jsonl
|
||||
type: concisechoice
|
||||
- path: metaeval/ScienceQA_text_only
|
||||
type: concisechoice
|
||||
- path: ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered
|
||||
type: alpaca
|
||||
- path: ehartford/wizard_vicuna_70k_unfiltered
|
||||
type: sharegpt
|
||||
- path: winglian/chatlogs-en-cleaned
|
||||
data_files:
|
||||
- sharegpt_cleaned.jsonl
|
||||
type: sharegpt
|
||||
- path: teknium/GPT4-LLM-Cleaned
|
||||
type: alpaca
|
||||
- path: teknium/GPTeacher-General-Instruct
|
||||
data_files: gpt4-instruct-similarity-0.6-dataset.json
|
||||
type: gpteacher
|
||||
- path: QingyiSi/Alpaca-CoT
|
||||
data_files:
|
||||
- Chain-of-Thought/formatted_cot_data/aqua_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/creak_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/ecqa_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/esnli_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/gsm8k_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/qasc_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/qed_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/sensemaking_train.json
|
||||
- Chain-of-Thought/formatted_cot_data/strategyqa_train.json
|
||||
- GPTeacher/Roleplay/formatted_roleplay-similarity_0.6-instruct-dataset.json
|
||||
type: alpaca
|
||||
dataset_prepared_path: last_run_prepared
|
||||
val_set_size: 0.02
|
||||
adapter:
|
||||
lora_model_dir:
|
||||
sequence_len: 2048
|
||||
max_packed_sequence_len: 2048
|
||||
lora_r:
|
||||
lora_alpha:
|
||||
lora_dropout:
|
||||
lora_target_modules:
|
||||
lora_fan_in_fan_out:
|
||||
wandb_project: manticore-13b
|
||||
wandb_watch:
|
||||
wandb_run_id:
|
||||
wandb_log_model:
|
||||
output_dir: ./manticore-13b
|
||||
batch_size: 512
|
||||
micro_batch_size: 8
|
||||
num_epochs: 4
|
||||
optimizer:
|
||||
torchdistx_path:
|
||||
lr_scheduler:
|
||||
learning_rate: 0.000032
|
||||
train_on_inputs: false
|
||||
group_by_length: false
|
||||
bf16: true
|
||||
tf32: true
|
||||
gradient_checkpointing: true
|
||||
early_stopping_patience:
|
||||
resume_from_checkpoint:
|
||||
local_rank:
|
||||
logging_steps: 1
|
||||
xformers_attention: true
|
||||
flash_attention:
|
||||
gptq_groupsize:
|
||||
gptq_model_v1:
|
||||
warmup_steps: 20
|
||||
eval_steps: 10
|
||||
save_steps:
|
||||
debug:
|
||||
deepspeed:
|
||||
weight_decay: 0
|
||||
fsdp:
|
||||
- full_shard
|
||||
- auto_wrap
|
||||
fsdp_config:
|
||||
fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer
|
||||
special_tokens:
|
||||
bos_token: "<s>"
|
||||
eos_token: "</s>"
|
||||
unk_token: "<unk>"
|
||||
|
||||
Reference in New Issue
Block a user