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302 Commits
Author SHA1 Message Date
chenyuandGitHub 9607787ce1 delete more explicitly set dtype to UOp [PR] (#17726) 
* delete more explicitly set dtype to UOp [PR]

* not that
 2026-08-25 08:32:45 -04:00
qazalandGitHub 77f698e55b cleanup the mxfp4 gemm (#17660) 2026-08-22 00:59:04 +09:00
wozeparrotandGitHub 72280bb218 gptoss: zero-2 optim (#17581) 2026-08-18 14:28:57 -07:00
George HotzandGitHub b1859805b1 remove Ops.BIND (#17511) 
* remove Ops.BIND

* param arg

* simplify that

* simplify

* cleaner

* props, not functions

* param and buffer can share
 2026-08-13 23:52:16 -07:00
qazalandGitHub 39d144546e fix mxfp4 mem estimate (#17515) 
* add mem estimates

* rename

* move
 2026-08-13 14:48:15 +09:00
wozeparrotandGitHub 1827ec57f7 gptoss: fix sharded invalids (#17450) 2026-08-07 08:42:02 -07:00
qazalandGitHub f258708d7d llama: custom quantize_mxfp4+transpose kernel (codex) (#17434) 
* llama: custom quantize_mxfp4+transpose kernel (codex)

* rename to cpp

* inline

* cleanup

* lds load_bf16x4

* more tests, add Estimates
 2026-08-06 16:13:28 +09:00
George HotzandGitHub c21a552f3d llm: bugfixes + warmup (#17384) 2026-08-03 18:23:14 -07:00
wozeparrotandGitHub 3331944547 gptoss: fix moe routing (#17377) 2026-08-03 11:16:44 -07:00
chenyuandGitHub 8e2f175542 const(dtype, b) -> const(b, dtype) [PR] (#17328) 
prep for dtype removal
 2026-07-31 09:46:37 -04:00
qazalandGitHub f7964acb64 llama with MXFP4 (#17321) 
* mxfp4 in llama

* less

* name
 2026-07-31 18:25:25 +09:00
qazalandGitHub 0a3325f9c2 add mxfp4 quantize and layout kernels (#17320) 2026-07-31 14:50:18 +09:00
qazalandGitHub a8c1e89500 fp4 asm gemm 6+ pflops (#17315) 
* fp4 gemm

* better kernargs structure

* move to .s files

* work

* work

* p2

* style

* use .py

* move to dsl

* cleanup

* add MFMA_SCALE_X2_ENCODING

* cleanup mfma

* fma docs

* gemm_mxfp4

* more cleanup

* move

* move to cdna_asm_gemm

* change

* rm

* change

* mx
 2026-07-31 14:25:23 +09:00
wozeparrotandGitHub b5a2a5666a gptoss moe routing (#17284) 2026-07-30 07:49:14 -07:00
George HotzandGitHub 52c9e5a99e rename LOOP -> WEAK and STRONGLOOP -> LOOP (#17283) 2026-07-29 10:38:36 -07:00
George HotzandGitHub 451120c6e1 make .barrier implicit (kimi) (#17275) 
* make .barrier implicit (kimi)

* simplier

* lil

* remove tinygrad stock barriers

* readable

* lil
 2026-07-28 22:34:57 -07:00
George HotzandGitHub 57ae1bc7a7 rename MULTI to UNSHARD (#17267) 
* rename MULTI to UNSHARD

* comment updates (glm)

* rename method to unshard
 2026-07-28 16:51:41 -07:00
wozeparrotandGitHub c9b60caf8c gptoss: moe gemm kernels (#17178) 2026-07-24 07:25:15 -07:00
chenyuandGitHub 13ca9bd8a6 remove dtypes.index again (#17104) 
also reverted some dtype change, the split made things needlessly complicated
 2026-07-20 20:30:04 -04:00
qazalandGitHub 1cf8f2f68c llama: inplace amax update (#17064) 
* llama: inplace amax update

* remove amax_out return

* work

* fit

* work

* work

* keep

* diff cleanup
 2026-07-20 15:05:41 +09:00
wozeparrotandGitHub a836c3822a gptoss: 3d mx block scale (#17062) 2026-07-16 23:30:24 -07:00
George HotzandGitHub 61e104bdfb use UOp.wmma everywhere (#17045) 
* use UOp.wmma everywhere

* fix
 2026-07-16 10:40:48 -07:00
George HotzandGitHub 8b0dd870ce use wmma helper (#17038) 2026-07-15 23:25:17 -07:00
George HotzandGitHub 03ecad9486 full removal of dtype.vec (#16996) 
* full removal of dtype.vec

* fix typo
 2026-07-12 09:25:50 -07:00
qazalandGitHub cae6696d75 llama: split current and next amax state (#16993) 2026-07-12 18:52:33 +09:00
qazalandGitHub 9ea7de020b llama: fuse grad scale in gemm epilogue (#16992) 2026-07-12 18:15:01 +09:00
qazalandGitHub 73b38854b4 llama: aT_b fp8 gemm (#16991) 2026-07-12 16:57:10 +09:00
chenyuandGitHub 047a467bf9 delete UOp._stack and UOp.vectorize [PR] (#16988) 2026-07-11 15:26:55 -04:00
qazalandGitHub 75a4bfddc9 fp8 gemm tests including fused scales (#16980) 
* fp8 gemm tests matching fused scales

* work

* diff
 2026-07-11 12:33:21 +09:00
chenyuandGitHub ba2c68b1ed start dtypes.index [PR] (#16949) 2026-07-09 15:12:23 -04:00
George HotzandGitHub fdffc6c0c8 remove dtypes base (#16931) 
* remove dtypes base

* find/replace bug

* vcount is junk too
 2026-07-08 11:48:11 -07:00
George HotzandGitHub 2fc7e5341b final removal of PtrDType (glm) (#16913) 
* final removal of PtrDType (glm)

* junk
 2026-07-07 13:37:33 -07:00
George HotzandGitHub 6f1a983493 Ops.GROUP has no shape, like sink (#16906) 
* Ops.GROUP has no shape, like sink

* readme
 2026-07-07 08:20:38 -07:00
George HotzandGitHub 6e44176cfe fix flash attention example (#16900) 
* fix spec for amd_copy_matmul

* remove shaped wmma

* fix flash attention example?

* dead code
 2026-07-06 20:51:32 -07:00
George HotzandGitHub d94ad4444e fix spec for amd_copy_matmul + remove SHAPED_WMMA (#16897) 
* fix spec for amd_copy_matmul

* remove shaped wmma
 2026-07-06 19:00:10 -07:00
George HotzandGitHub 40d112d4d6 remove ptr=True from index (#16898) 2026-07-06 18:34:18 -07:00
George HotzandGitHub 9512dc30f4 remove vec from const (#16889) 
* remove vec from const

* reject in spec

* remove all vector dtypes

* not needed

* remove that

* clean up invalid
 2026-07-06 12:23:07 -07:00
wozeparrotandGitHub 35522af0df gptoss: use quantize_mxfp8 (#16881) 2026-07-05 17:48:24 -07:00
George HotzandGitHub a145fdce4b remove the .gep method (#16867) 2026-07-04 14:07:09 -07:00
qazalandGitHub 07f7383d29 llama: remove unused bf16 assembly gemm (#16859) 
* only hk bf16 gemm

* rm asm gemm

* more cleanup

* half isn't supported in asm gemm anymore

* more test edits

* unused

* remove TestMagicGu

* uop gemm is still tested

* minimal diff
 2026-07-04 18:41:54 +09:00
chenyuandGitHub 3a9b87e48f remove Ops.DEVICE from Ops.PROGRAM [PR] (#16797) 2026-06-29 17:41:31 -04:00
qazalandGitHub b8224e19a7 llama: remove unused fp8 transpose kernel (#16763) 2026-06-26 16:31:13 +09:00
wozeparrotandGitHub e0c69d7a12 llama: fused grad quantize (#16731) 2026-06-24 23:25:39 -04:00
wozeparrotandGitHub fe9b19b12d llama: more mp mem fixes (#16701) 
* llama: more mp mem fixes

* clean: unused

* fix: batch
 2026-06-22 10:54:35 -04:00
chenyuandGitHub 267af9c601 full_like to CreationMixin [PR] (#16702) 2026-06-22 09:33:23 -04:00
wozeparrotandGitHub 5164c21b44 gemm: keep shape thru mxfp8 quantize (#16692) 2026-06-20 22:28:53 -07:00
George HotzandGitHub 649971f02a remove DEFINE_LOCAL and DEFINE_REG (gpt) (#16673) 
* remove define_local and define_reg (gpt)

* fix precommit

* cleanups

* regalloc fix

* cleanups 2
 2026-06-19 10:07:50 -07:00
wozeparrotandGitHub 36f6d1b064 gemm: fix bf16 atb for mp sharding (#16637) 2026-06-16 15:58:47 -07:00
qazalandGitHub f998b9930a fp8 gemm inv_scale in epilogue (#16625) 
* fuse scale

* remove python inv_scale

* more inv_scale removal

* more cleanups

* cleaner

* diff polish

* work

* rename

* simpler

* simpler

* compute

* c

* Revert "c"

This reverts commit 8941fec7ca.

* Revert "compute"

This reverts commit 9db573a6d3.

* Revert "simpler"

This reverts commit 910ad33f87.

* Revert "simpler"

This reverts commit bf75d235a1.

* s_g

* update types

* less diff noise

* remove
 2026-06-15 18:44:41 +09:00
wozeparrotandGitHub 67a4f129c2 llama: fix bf16 gemm oob (#16603) 2026-06-12 19:43:05 -07:00