Update README.md

README.md

@@ -1,23 +1,32 @@
 ---
 license: cc-by-nc-4.0
+language:
+- en
 pipeline_tag: text-generation
 ---
+<p align="center"><font size="7"> <b>Okay, here we fuckin' go.</b> </font></p>
+<p align="center"><font size="5"> <b>Time to fire up the ol' dare_ties pod.</b></font></p>
+<p align="center"><img src="https://iili.io/JzixYiP.png"/>
+<p align="center"><font size="6"><b><a href="https://iili.io/Jzix7WB.png">NSFW - Erotic(?) Writing Example - NSFW</font></a></b></p>
+<p align="center"><font size="3"> <b>(That's not what it's finetuned for, okay? He's a grower.)</b></font></p>
+  
+### Training Log
 
-### Current State
+1) Well, I've reduced per-step loss by 0.36 (from 1.57 to 1.21) in a third of an epoch. To compare, the (meh) 13b Mistral glue LoRA reduced per-step loss by 0.37 (2.16 to 1.79) over an entire 4 epochs!
 
-Well, I've reduced per-step loss by 0.36 (from 1.57 to 1.21) in a third of an epoch. To compare, the (meh) 13b Mistral glue LoRA reduced per-step loss by 0.37 (2.16 to 1.79) over an entire 4 epochs!
+2) First 2 evals both came in at < 1, MUCH better than the 13b attempt. Verdict is that Mistral (or 7Bs in general, I'd guess) can't survive more than one cut, meaningfully. Per-step loss reduced by 0.47 @ 1 epoch.
 
-EDIT: First 2 evals both came in at < 1, MUCH better than the 13b attempt. Verdict is that Mistral (or 7Bs in general, I'd guess) can't survive more than one cut, meaningfully. Per-step loss reduced by 0.47 @ 1 epoch.
+3) Halfway there. Eval loss < 0.85 for the last 2 evals, promising. Per-step loss down to ~1.07, a reduction of ~33%!
 
-EDIT 2: Halfway there. Eval loss < 0.85 for the last 2 evals, promising. Per-step loss down to ~1.07, a reduction of ~33%!
+4) 80% done. Curve is greatly flattened, so 3 epochs seems like it was the right call. Eval down to 0.81 and per-step loss down to 0.93. Can't wait to test!
 
-EDIT 3: 80% done. Curve is greatly flattened, so 3 epochs seems like it was the right call. Eval down to 0.81 and per-step loss down to 0.93. Can't wait to test!
-
-EDIT 4: Done! Testing time.
+5) Done! Testing time.
 
 ### Dataset
 
 The 11b glue consists of:
 - The entirety of HF No Robots.
 - The entirety of TinyPixel/orca-mini
-- Enough of the GPT-4 generated Alpaca dataset (randomly chosen) to make it a roughly even three-way split.
+- Enough of the GPT-4 generated Alpaca dataset (randomly chosen) to make it a roughly even three-way split.
+
+JSONL file of dataset available as a repo.