Oh boy, here we go. Low-rank (
r=16, alpha=32
) 16bit-LoRA on top of
WizardLM-2-8x22B
, trained on 2 epochs of (cleaned & deduped) c2-logs. As far as I can tell, this is an upgrade from
WizardLM-2-8x22B
for RP purposes.
The choice was fully intentional. I briefly considered a FFT but for this particular use-case a LoRA seemed a better fit.
WizardLM-2-8x22B
is smart by itself but its used vocabulary leaves much to be desired when it comes to RP. By training a low-rank LoRA on top of it to teach it some of Claude's writing style, we remedy that.
Or Vicuna 1.1 and a sane context template. It's somewhat sensitive to samplers, I'd recommend Temperature 1, MinP 0.05 and a dash of DRY but YMMV. Shorter prompts seem to work better, too.
The main shoutout I want to make is to my
Cartel
bros,
Envoid
and particularly
I^2
, for being amazing. I count this as a team effort, so they deserve kudos too if you like this.
Training
Trained using
qlora-pipe
. Configs included in the
train
-subfolder.
Safety
... n/a
Runs of CalamitousFelicitousness SorcererLM-8x22b-FP8-Dynamic on huggingface.co
9
Total runs
1
24-hour runs
2
3-day runs
0
7-day runs
4
30-day runs
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