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1175 Commits
Author SHA1 Message Date
George HotzandGitHub 5f441ecffc unify reduce + reduce_axis (#15973) 
* unify reduce + reduce_axis

* fix all tests

* lil cleanups
 2026-04-29 10:29:56 -07:00
nimlgenandGitHub 4164666c72 programinfo (#15942) 
* programinfo

* fix

* m

* x

* x

* changes

* x

* fix

* rm
 2026-04-27 23:12:03 +03:00
nimlgenandGitHub 96165ff0d1 validate_with_cpu as rewrite (#15938) 
* validate_with_cpu as rewrite

* compil

* x

* linter

* moved

* fix
 2026-04-26 19:58:53 +03:00
nimlgenandGitHub d3378010ee schedule() -> schedule_linear() in tests (batch 1) (#15915) 
* schedule_with_vars -> linear_with_vars in tests

* tests batch 1

* batch 2

* estimate_uop

* simpler

* rm
 2026-04-24 23:40:53 +03:00
b1tgandGitHub af93a677ae llm: glm 4.5 air (#15771) 
* llm: glm 4.5 air

* clean

* clean

* remove gguf_size
 2026-04-22 22:47:37 +08:00
sirhcmandGitHub 99a0debd62 Device.count() (#15842) 2026-04-21 16:46:38 -04:00
chenyuandGitHub 9192c93b7e Tensor.invalid -> Tesnor.invalids (#15849) 
matches ones and zeros, and to not share name with UOp.invalid
 2026-04-21 11:19:51 -04:00
nimlgenandGitHub 01ac1c8c15 remove all run_schedule from tests (#15846) 2026-04-21 12:02:10 +03:00
sirhcmandGitHub 1a8ba4cbd6 CPU renderers use arch (#15839) 2026-04-20 23:38:29 -04:00
George HotzandGitHub 5819c0abed fix gc in gguf (#15820) 
* fix gc in gguf

* fix mypy
 2026-04-20 10:15:03 +08:00
George HotzandGitHub 67ed4c4eb3 move gguf stuff from nn/state.py to llm/gguf.py (#15783) 
* move gguf stuff from nn/state.py to llm/gguf.py

* docs
 2026-04-20 09:41:43 +08:00
Kartik VashishtaandGitHub a1696e8413 objc: fix _classmethods_ dispatch flag (#14854) 
* objc: fix _classmethods_ dispatch flag

* test: add objc _classmethods_ regression
 2026-04-20 09:35:03 +08:00
chenyuandGitHub 5bdfd4883f update test_assign (#15809) 
clean up old skips and update tests
 2026-04-18 21:25:44 -04:00
sirhcmandGitHub 6adf4c3cd9 MOCKGPU interfaces (#15796) 2026-04-17 21:56:29 -04:00
chenyuandGitHub 8da308573f update test_assign_changes_alt with clone (#15802) 2026-04-17 20:17:37 -04:00
qazalandGitHub 9f2a578e26 unskip TestCall.test_call_gemm_uop [pr] (#15786) 2026-04-17 16:18:51 +03:00
George HotzandGitHub e1d13bc4fe add GGUF IQ4_XS support (#15766) 
* add GGUF IQ4_XS support

* gguf 21

* gguf 21

* use plus

* ggml_common autogen for constant arrays

* fix

* ggml_common in autogen

* inline
 2026-04-17 14:43:39 +08:00
George HotzandGitHub a9b6cfece0 refactor llm into files (#15780) 
* refactor llm into files

* chat.html

* tokenizer cleanup

* cleanup

* tests
 2026-04-17 12:33:11 +08:00
George HotzandGitHub ec00cefa5b llm is the only app (#15779) 
* tinygrad/llm is the only app

* upd pyproject

* claude refs

* scoping

* min diff
 2026-04-17 10:44:48 +08:00
chenyuandGitHub f0c12a2004 another form of assign to itself (#15770) 2026-04-16 15:17:19 -04:00
chenyuandGitHub d147e2a549 update test_nested_after_contiguous_store (#15763) 
add kernel counts and some TODOs
 2026-04-16 09:59:26 -04:00
George HotzandGitHub f57380cbc2 simplify GatedDeltaNetBlock using two state tensors (#15704) 
* test double after

* simpler ssm

* no double test
 2026-04-16 21:14:00 +08:00
George HotzandGitHub d1cce7a476 put the ranges on store instead of after (#15759) 
* put the ranges on store instead of after

* better assert

* fix stuff

* comment out slow rules i don't understand

* simpler rule

* closer

* return false for store

* fix loop

* only a few schedule failures remain

* remove stores to self

* all tests pass locally

* remove junk

* regression test and fix

* better test, bump broken torch count

* bugfix with regression test

* new fusion is better
 2026-04-16 19:06:40 +08:00
George HotzandGitHub d24466c844 CALL with return value is FUNCTION (#15758) 
* CALL with return value is FUNCTION (GPT try)

* cleanups
 2026-04-16 13:25:07 +08:00
chenyuandGitHub 10c262ced8 update tests that use UOp.size (#15753) 2026-04-15 21:58:27 -04:00
George HotzandGitHub 1ae6528bb6 move schedule into schedule (#15736) 
* move schedule into schedule

* callify to root

* sched docs
 2026-04-15 11:03:25 +08:00
wozeparrotandGitHub 2b8d303f75 allreduce in precast dtype (#15689) 2026-04-13 20:24:12 -07:00
George HotzandGitHub 7610bdc59e block multistore, it's not supported (#15708) 2026-04-13 20:57:59 +08:00
George HotzandGitHub 4c1fb18a09 Revert "Revert "Tests for GatedDeltaNetBlock + fix multi after assign issue (…" (#15703) 
This reverts commit 0cec42db71.
 2026-04-13 19:09:38 +08:00
George HotzandGitHub 0cec42db71 Revert "Tests for GatedDeltaNetBlock + fix multi after assign issue (#15700)" (#15702) 
This reverts commit 6f5d756282.
 2026-04-13 19:06:44 +08:00
George HotzandGitHub 6f5d756282 Tests for GatedDeltaNetBlock + fix multi after assign issue (#15700) 
* broken after/assign test

* test for GatedDeltaNet

* better comments

* fix issue 1 with multi kernel

* fix 2

* fix

* linter

* public api + cleanup
 2026-04-13 18:43:23 +08:00
chenyuandGitHub e706f408cb suppress test warnings from numpy (#15688) 2026-04-11 22:33:20 -04:00
Graham RobbinsGitHubGeorge Hotz
 		4ca844e96b add Q1_0 gguf type (#15683) 
* add Q1_0

* better description

* fix trailing whitespace

---------

Co-authored-by: George Hotz <[email protected]>
 2026-04-11 18:17:24 +08:00
wozeparrotandGitHub 457508d5a0 llama: save more 2 (#15681) 2026-04-11 01:03:36 -07:00
George HotzandGitHub b5a9465b13 llm: add support for moonlight (deepseek MLA) (#15466) 
* add gguf Q5_0

* it works

* rebase

* simpler test

* class

* less diff

* dicts

* normal names

* simplify

* this

* simpler

* work

* work
 2026-04-11 10:32:48 +08:00
George HotzandGitHub 9092f2a8c0 llm: add shared_expert and rope_dim support from qwen35 (#15673) 
* llm: add shared_expert and rope_dim support from qwen35

* refactor into FFNBlock and TransformerBlock

* norms where they belong
 2026-04-10 19:18:27 +08:00
George HotzandGitHub 35e3983840 Add Q5_0, Q5_1, and bfloat16 GGUF types (#15644) 2026-04-08 17:16:19 +08:00
sirhcmandGitHub acf239e4d2 specify renderer in DEV, <dev>_<ren>=1 is deprecated (#15551) 2026-03-31 18:35:14 -04:00
nimlgenandGitHub 5181c8e23a llm: fix nan in kvcache (#15552) 2026-04-01 00:38:45 +03:00
b1tgandGitHub a63392a565 llm: pairwise ranking topk for MoE expert selection (#15499) 2026-03-31 12:46:39 +08:00
nimlgenandGitHub 0d6fc0f571 jit: graphing in uops (#15489) 
* jit: graphing as rewrite rule

* f

* +metal,cuda

* x

* cl

* x

* x

* simpler

* f

* m

* x

* revert?

* revert2

* back

* back

* t

* x

* m

* x

* c

* x

* l

* x

* comment

* smaller

* rv

* x

* x
 2026-03-27 19:09:02 +03:00
sirhcmandGitHub bc180a963c deprecate <dev>=1 in favor of DEV=<dev> (#15467) 
* start work on target

* add test

* update actions to use DEV

* update docs

* update readmes

* tests need that too

* update example

* update tests (comments)

* fix that test

* ruff

* mypy

* oops

* remove getenvs

* don't add Target yet

* and the test

* lint

* and docs

* more stuff

* assert

* few more fixes

* test assert
 2026-03-26 03:48:03 -04:00
George HotzandGitHub fe2690399b llm: support assistant prefill + refactor to TransformerConfig (#15457) 
* llm: support assistant prefill

* refactor to ModelConfig

* TransformerConfig

* more
 2026-03-25 10:50:48 +08:00
George HotzandGitHub a33ac869aa llm server: temperature + test client (#15444) 
* improvements to the llm server

* eval script

* eval llm

* better eval gets 58.71

* cleanups

* add temperature, but multinomial is absurdly slow

* claude is so smart

* lint

* remove slop

* no more stop
 2026-03-24 21:07:15 +08:00
chenyuandGitHub c491345766 pass device into Tensor._frompy (#15385) 
* pass device into Tensor._frompy

with this, canonicalize_device is the only usage of Device in tensor.py

* export_model.py
 2026-03-20 05:09:01 -04:00
George HotzandGitHub 3b75d8a7a2 fix double after bug in rangeify (#15381) 2026-03-20 14:53:46 +08:00
sirhcmandGitHub 0c89340a1e automatically emulate unsupported (tiny) floats [skip_process_replay] (#15366) 2026-03-20 02:31:44 -04:00
chenyuandGitHub bf33c5f796 remove gradient materialize_grads (#15367) 
effectively default to True

and removed *0 hack in Tensor.copysign. now dy/dx=0 if y does not depend on x

remove
 2026-03-19 23:36:03 -04:00
chenyuandGitHub fceb21c315 Tensor(uop) uses device from uop (#15340) 2026-03-18 02:56:06 -04:00
George HotzandGitHub 9d95321be3 set allow_implicit=False by default (#15319) 
* set allow_implicit=False by default

* modernize beautiful mnist
 2026-03-17 17:14:38 +08:00