readme linked up with schedule, calibration info, some attempt at reproducibility, nonsense

README.md

@@ -3,18 +3,38 @@ license: other
 license_name: yi-license
 license_link: https://huggingface.co/01-ai/Yi-34B-200K/blob/main/LICENSE
 tags:
-- merge, GGUF, imatrix
+- merge
+- GGUF
+- imatrix
+- 2bit
 ---
-## [Kyllene-57B](/TeeZee/Kyllene-57B-v1.0) quantized to 2~3 bpw GGUF
+# Kyllene-57B
+[Kyllene-57B](TeeZee/Kyllene-57B-v1.0) quantized to 2~3 bpw GGUF
 ### NOTICE: I did not use the original file! I started with Q6_K (there was no Q8)
 #### There may well be problems with these quants but I'll eat my own ass if a 57B Q6_K (>6.5bpw) is the root of any of them. More suspect is how I produced the imatrix.
-imatrix included. generated from a 900k text file, also included
-this file was made by concatenating most of the default exllamav2 calibration data. a 900kb file of coherent text only, with some formatting and code but no endless broken html tags or nonsense. includes multilingual, for those deep layers.
+[imatrix included.](./Kyllene-57B-v1.0.q6_K.gguf.imatrix) generated from [a 900k text file, also included](./techmulcodetiny.utf8)
+this file was made by concatenating most of the [default exllamav2 calibration data](https://github.com/turboderp/exllamav2/tree/master/conversion/standard_cal_data). a 900kb file of coherent text only, with some formatting and code but no endless broken html tags or nonsense. includes multilingual, for those deep layers.
+artefact produced from:
+```
+$ cd exllamav2/conversion/standard_cal_data
+$ cat technical.utf8 multilingual.utf8 code.utf8 tiny.utf8 >> techmulcodetiny.utf8
+```
+where: [exllamav2/conversion/standard_cal_data](https://github.com/turboderp/exllamav2/tree/master/conversion/standard_cal_data) and [techmulcodetiny.utf8](./techmulcodetiny.utf8) produce a file that is used by imatrix for 560~ "chunks"
 
+imatrix run with default sampling settings besides the dataset (i think? i increased the batch number and reduced the batch size so i could cram on more layers but the generation should have been the same in the end)
+(someone tell me why I was wrong to run imatrix with -cb continuous batching. shame me.)
+
+# Downloads (eventually)
+
+`upload in progress:`
 
 [IQ2_XS](./Kyllene-57B-v1.0.IQ2_XS.gguf/) 2.38 BPW `CUDA0 buffer size = 15941.43 MiB`
 - This file only exists because I did the maths wrong (I was expecting it to be bigger), but I recall that 16GB GPUs exist and I may give it a go with stable diffusion
 
-IQ2_M breifly existed before I clobbered (technical term) it. It might be back.
+`under reconstruction:`
+
+[IQ2_M](./Kyllene-57B-v1.0.IQ2_M.gguf/) 2.7 BPW briefly existed before I [clobbered](http://catb.org/jargon/html/C/clobber.html) _(verb, transitory)_ it. It ~might~ will be back.
+
+`upload scheduled next:`
 
-[IQ3_XXS](./Kyllene-57B-v1.0.IQ3_XXS.gguf/) (<3.1 BPW)
+[IQ3_XXS](./Kyllene-57B-v1.0.IQ3_XXS.gguf/) (3.0<s<3.1 BPW)