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fix: update config

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This commit is contained in:
Zach Nussbaum 2023-05-03 21:33:52 +00:00
parent 3fa80f8c09
commit aa6763daa8
1 changed files with 6 additions and 4 deletions
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10
configs/train/finetune_gptjr.yaml
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@ -1,9 +1,10 @@
# model/tokenizer # model/tokenizer
model_name: "EleutherAI/gpt-j-6B" model_name: "EleutherAI/gpt-j-6b"
tokenizer_name: "EleutherAI/gpt-j-6B" tokenizer_name: "EleutherAI/gpt-j-6b"
version: null version: null
gradient_checkpointing: true gradient_checkpointing: true
save_name: "nomic-ai/gpt-jr-decay-alpha" save_name: "nomic-ai/gpt-jr-decay-alpha"
push_to_hub: false
encoder_dim: 384 encoder_dim: 384
# dataset # dataset
@ -11,7 +12,7 @@ streaming: false
num_proc: 64 num_proc: 64
dataset_path: "/home/paperspace/gpt4all/gpt4all/index/squad_supplemented_train" dataset_path: "/home/paperspace/gpt4all/gpt4all/index/squad_supplemented_train"
max_length: 1024 max_length: 1024
batch_size: 32 batch_size: 8
pct_test: 0.05 pct_test: 0.05
q_column: "question" q_column: "question"
a_column: "answers" a_column: "answers"
@ -23,7 +24,7 @@ lr: 1.0e-4
min_lr: 0 min_lr: 0
weight_decay: 0.0 weight_decay: 0.0
eval_every: 50 eval_every: 50
save_every: 500 save_every: -1
log_grads_every: 100 log_grads_every: 100
log_lr_every: 10 log_lr_every: 10
output_dir: "ckpts/decay_alpha" output_dir: "ckpts/decay_alpha"
@ -31,6 +32,7 @@ checkpoint: null
lora: false lora: false
warmup_steps: 500 warmup_steps: 500
num_epochs: 5 num_epochs: 5
debug: false
# logging # logging
wandb: true wandb: true