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qwerrwe / src /axolotl /utils /trainer.py

Commit History

additional logging to get maximum token length of a sequence in the dataset (#1066) [skip ci]
2f2582e
unverified

winglian commited on

Efficiently get the length of the tokenized docs (#1063)
81d3845
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ricdomolm winglian commited on

RL/DPO (#935)
f243c21

winglian commited on

Fix Deepspeed loading (#950)
5ea3aa3
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winglian commited on

support for mamba (#915)
40a6362
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winglian commited on

Determine FSDP/deepspeed settings on device select. (#883)
71b7ea3
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user735 Karl-Johan Alm winglian commited on

don't train if eval split is too small (#873)
797f3dd
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winglian commited on

various bugfixes (#856)
1470650
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winglian commited on

multipack w batch sampler (#795)
641e6f7
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winglian commited on

use accelerate logging for zero/main loggin only
b2430ce

winglian commited on

cleanup verbosity a bit
4c834bf

winglian commited on

Threaded MultipackDistributedDataloader with prefetched samples (#759)
05bd6f1
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casperhansen commited on

refactor setup trainer so we can add more hooks (#773)
6c81c61
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winglian commited on

fixes for alpaca w chatml, and don't include attention_mask w mistral for flash attention (#728)
3553172
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winglian commited on

Save Axolotl config as WandB artifact (#716)
490923f
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Jan Philipp Harries commited on

refactor to set eval_batch_size earlier if unset, so we can warn if mismatched (#662)
2642cae
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winglian commited on

Make dataset_processes configurable (#651)
9ec2077
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corbt commited on

Fix(cfg): Add validation for save_strategy and eval_strategy (#633)
383f88d
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Nanobit commited on

attention_mask not needed for training (#642)
e8cbf50
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winglian commited on

chore(callback): Remove old peft saving code (#510)
d5f8589
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Nanobit commited on

misc fixes to add gptq tests (#621)
03e5907
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winglian commited on

run eval on the first step to get a baseline (#617)
2844eb2
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winglian commited on

minor tweaks to simplify (#597)
31b9e0c
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winglian commited on

gather/broadcast the max value of the packing efficiency automatically (#463)
b15b19e
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winglian commited on

don't add position_ids for evals (#591)
ab534d7
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winglian commited on

optionally configure sample packing for evals (#589)
21ec195
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winglian commited on

fix save_steps so it doesn't get duplicated (#567)
3fbde76
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winglian commited on

let hf trainer handle torch compile (#516)
a4e1bb6
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winglian tmm1 commited on

improve how we setup eval/save strategies and steps (#547)
36e53c7
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winglian commited on

add optimization for group-by-len (#563)
e5bb22a
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winglian commited on

Add training callback to send predictions to WandB table (#521)
5b67ea9
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Glavin001 commited on

Early stopping metric (#537)
e30f1e3
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winglian commited on

misc fixes/improvements (#513)
a546ca2
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winglian commited on

Add support for GPTQ using native transformers/peft (#468)
3355706
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winglian commited on

log supervised token count (#448)
7710e81
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winglian commited on

Added advanced DDP args (#515)
396a7a7
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Jan Philipp Harries Jan Philipp Harries commited on

drop empty tokenized rows too (#509)
c56b450
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winglian commited on

add eval benchmark callback (#441)
7657632
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winglian commited on

use math.ceil instead of round /cc #498
fd55bc8

tmm1 commited on

pad_to_worst_case_seq_len boolean, for testing memory limits (#498)
8e197f6
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Birch-san tmm1 commited on

let transformers handle adamw_bnb_8bit
868530c

tmm1 commited on

ReLoRA implementation (with quantization) (#322)
bde3c5a
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chargoddard winglian commited on

always drop samples that are too long (#452)
50682a3
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winglian commited on

set env var for FSDP layer to wrap (#453)
5a1985b
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winglian commited on

add missing positional arg (#450)
58cf7e7
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winglian commited on

fix evals (#447)
ee26281
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winglian commited on

disable eval using multipack for now (#437)
f733d0f
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winglian commited on

fix comma, not a tuple (#436)
008505c
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winglian commited on

use save_strategy from config if available (#434)
b3f5e00
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winglian commited on