license: other
license_name: yi-license
license_link: https://huggingface.co/01-ai/Yi-34B-200K/blob/main/LICENSE
tags:
- merge
- GGUF
- imatrix
- 2bit
Kyllene-57B
Kyllene-57B 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. 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 and 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 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
under reconstruction:
IQ2_M 2.7 BPW briefly existed before I clobbered (verb, transitory) it. It might will be back.
upload scheduled next:
IQ3_XXS (3.0<s<3.1 BPW)