258ce8d4fa
* scaled softmax * comment * lint * remove egear * validation for flash * lint * val imporve + neet * fix correct softmax scale val(learned) * learned scale val 4 ssm * lint * fix model_type rmv * sdpa_atten * test fix + lint * test fix * sdp_a val rmv * flex fix * main flash * lint * flex attn * lint comment * fix score_mod * Update src/axolotl/utils/schemas/validation.py Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> --------- Co-authored-by: Ved <ved.work2024@gmail.com> Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
68 lines
1.2 KiB
YAML
68 lines
1.2 KiB
YAML
base_model: mistralai/Devstral-Small-2507
|
|
|
|
# Automatically upload checkpoint and final model to HF
|
|
# hub_model_id: username/custom_model_name
|
|
|
|
# Enable to use mistral-common tokenizer
|
|
tokenizer_use_mistral_common: true
|
|
|
|
load_in_8bit: false
|
|
load_in_4bit: true
|
|
|
|
plugins:
|
|
- axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
|
|
|
|
datasets:
|
|
- path: fozziethebeat/alpaca_messages_2k_test
|
|
type: chat_template
|
|
|
|
dataset_prepared_path: last_run_prepared
|
|
val_set_size: 0.1
|
|
output_dir: ./outputs/qlora-out
|
|
|
|
adapter: qlora
|
|
lora_model_dir:
|
|
|
|
sequence_len: 2048
|
|
sample_packing: true
|
|
|
|
|
|
lora_r: 32
|
|
lora_alpha: 16
|
|
lora_dropout: 0
|
|
lora_target_linear: true
|
|
|
|
wandb_project:
|
|
wandb_entity:
|
|
wandb_watch:
|
|
wandb_name:
|
|
wandb_log_model:
|
|
|
|
gradient_accumulation_steps: 4
|
|
micro_batch_size: 2
|
|
num_epochs: 1
|
|
optimizer: adamw_torch
|
|
lr_scheduler: cosine
|
|
learning_rate: 0.0002
|
|
|
|
bf16: auto
|
|
tf32: false
|
|
|
|
gradient_checkpointing: true
|
|
resume_from_checkpoint:
|
|
logging_steps: 1
|
|
flash_attention: true
|
|
scaling_softmax: true
|
|
|
|
loss_watchdog_threshold: 5.0
|
|
loss_watchdog_patience: 3
|
|
|
|
warmup_ratio: 0.05
|
|
evals_per_epoch: 4
|
|
saves_per_epoch: 1
|
|
|
|
weight_decay: 0.0
|
|
special_tokens:
|
|
|
|
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|