59917d3922
minor : fix lint issues ( #24165 )
2026-06-05 11:17:54 +03:00
7acb4e8cd2
hparams : refactor hparams.n_layer ( #24060 )
...
* hparams : refactor hparams.n_layer
* cont : remove `n_layer_kv()`, use n_layer_all instead
* cont : type consistency
* pi : update SYSTEM.md
* models : fix Step3.5 MTP
* cont : remove duplicate switch cases
* cont : explicitly set `false` to extra layers for `is_swa` and `is_recr`
* cont : fix nextn layer count handling
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
2026-06-05 11:09:36 +03:00
42928bc14d
model : NvFP4 quantized LM head support ( #23046 )
...
* NvFP4 quantized LM head support
Signed-off-by: ynankani <ynankani@nvidia.com >
* Address review commnets
Signed-off-by: ynankani <ynankani@nvidia.com >
* Add assert for NvFp4 lm head and tied embeddings
Signed-off-by: ynankani <ynankani@nvidia.com >
* Address review commnets
Signed-off-by: ynankani <ynankani@nvidia.com >
* Create output_s tensor only when LM head NvFp4
Signed-off-by: ynankani <ynankani@nvidia.com >
---------
Signed-off-by: ynankani <ynankani@nvidia.com >
2026-05-16 11:09:27 +02:00
994118a183
model: move load_hparams and load_tensors to per-model definition ( #22004 )
...
* git-friendly migration
* add build_graph
* nits
* exclude old code from build
* wip
* add llm_arch_model_i
* prepare downstream functions
* nits
* nits
* wip
* wip
* add back create_tensor_qkv
* fix files missing include
* enforce one llm_build per arch
* cmake: use glob
* missing model params
* nits
* wip
* wip (2)
* wip (3)
* test-llama-archs is happy
* improve switch case
* move more stuff into llm_arch_model_i
* fix downstream code
* nits
* nits (2)
* fix order
* llama_model_base
* LLAMA_LOAD_LOCALS
* small fix
* fix build errors
* auto
* rm migration script and ifdef
2026-05-04 12:36:59 +02:00
9db77a020c
model : refactor QKV into common build_qkv and create_tensor_qkv helpers ( #21245 )
...
* model : refactor QKV into common build_qkv and create_tensor_qkv helpers
* model : extend build_qkv to bert/mpt/dbrx/olmo/lfm2/nemotron-h/granite-hybrid/gemma3n-iswa/t5-dec and fix wqkv_s
2026-04-16 17:41:34 +02:00
f772f6e434
model : support NVFP4 tensors for Gemma4 ( #21971 )
...
* support nvfp4 tensors for Gemma4
* add wo_s to build_attn
* add wo_s to build_attn
* fix glm4
2026-04-16 16:51:47 +02:00
59db9a357d
llama: dynamic head_dim and n_rot for SWA ( #20301 )
...
* llama: dynamic head_dim and n_rot for SWA
* also add gguf_writer wrappers
* fix build
* build_rope_shift arg reorder
2026-03-09 22:22:39 +01:00
35bee031e1
graph : remove redundant scale_w parameter ( #20235 )
2026-03-08 18:58:28 +01:00
a976ff081b
llama: end-to-end tests ( #19802 )
...
* tests: add end-to-end tests per model architecture
* fixup for rebase
* fix use-after-free in llama-model-loader.cpp
* fix CI
* fix WebGPU
* fix CI
* disable CI for macOS-latest-cmake-arm64
* use expert_weights_scale only if != 0.0f
* comments
2026-03-08 12:30:21 +01:00
60591f01d4
model : add EXAONE MoE ( #18543 )
...
* Add EXAONE MoE implementations
Co-authored-by: Junwon Hwang <nuclear1221@gmail.com >
* Address PR feedback
* Address PR feedback
* [WIP] Add MTP for EXAONE-MoE
* Address PR feedback
* Address PR feedback
* Address PR feedback
* Address PR feedback
* Address PR feedback
* Address PR feedback
* Address PR feedback
---------
Co-authored-by: LG-AI-EXAONE <exaonemodels@lgresearch.ai >
2026-01-13 23:28:38 +01:00
Georgi Gerganov