|
--- |
|
license: apache-2.0 |
|
--- |
|
|
|
Preliminary info during eval. Model card will be updated. |
|
|
|
wandb: wandb: https://wandb.ai/open-assistant/supervised-finetuning/runs/3lr77x4h |
|
export: 560 steps |
|
|
|
|
|
Model: |
|
``` |
|
falcon-40b: |
|
dtype: bf16 |
|
log_dir: "falcon_log_40b" |
|
learning_rate: 5e-6 |
|
model_name: "tiiuae/falcon-40b" |
|
deepspeed_config: configs/zero3_config_falcon.json |
|
output_dir: falcon |
|
weight_decay: 0.0 |
|
max_length: 2048 |
|
warmup_steps: 20 |
|
gradient_checkpointing: true |
|
gradient_accumulation_steps: 1 |
|
per_device_train_batch_size: 18 |
|
per_device_eval_batch_size: 10 |
|
eval_steps: 80 |
|
save_steps: 80 |
|
num_train_epochs: 8 |
|
save_total_limit: 4 |
|
use_flash_attention: false |
|
residual_dropout: 0.3 |
|
residual_dropout_lima: true |
|
sort_by_length: false |
|
save_strategy: steps |
|
``` |
|
|
|
Dataset: |
|
``` |
|
oasst_only: |
|
save_strategy: epoch |
|
datasets: |
|
- oasst_export: |
|
lang: "bg,ca,cs,da,de,en,es,fr,hr,hu,it,nl,pl,pt,ro,ru,sl,sr,sv,uk" |
|
input_file_path: 2023-04-04_oasst_ready.jsonl.gz |
|
val_split: 0.05 |
|
sort_by_length: false |
|
use_custom_sampler: false |
|
``` |
