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Kawrakow 8c86231f93
Adding IQ1_TN - 1.6875 bpw for TriLM ternary models (#44) 
* Adding iq1_tn - 1.6875 bpw for TriLM ternary models

* iq1_tn: NEON

* iq1_tn: faster NEON

* iq2_bn: improve performance on NEON

We now get TG-128 = 100 t/s for Bitnet-3B-1.58b!

* iq1_tn: improve AVX2

PP-512 goes to 533 t/s up from 455.
TG-128 @ 2 threads goes to 16.6 t/s up from 14.2.
However, we seem to have a bottleneck somewhere as
TG saturates at 8 threads.

* iq1_tn: improve Zen4

PP-512 goes to 485 t/s up from 352. With FA we get 545 t/s up from 380.
TG-128 @ 1 thread goes to 12.4 t/s up from 10.4.
However, we seem to have a bottleneck somewhere as
TG saturates at 8 threads.

* iq2_bn: improve on Zen4

We now get PP-512 = 614 t/s up from 542 t/s

* iq2_bn: improve AVX2 implementation

We now get PP-512 = 753 t/s up from 680 t/s.

* Remove unnecessary barrier in ggml_compute_forward_mul_mat

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-09-09 14:56:34 +03:00
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baby-llama Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
batched Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
batched-bench Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
batched.swift Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
benchmark build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
convert-llama2c-to-ggml build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
cvector-generator Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
deprecation-warning Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
embedding Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
eval-callback Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
export-lora Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
gbnf-validator Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
gguf Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
gguf-hash Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
gguf-split build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
gritlm llama : allow pooled embeddings on any model (#7477) 2024-06-21 08:38:22 +03:00
imatrix Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
infill Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
jeopardy build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
llama-bench Zen4 Flash Attention - bf16 support (#38) 2024-09-05 07:46:47 +03:00
llama.android Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
llama.swiftui Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
llava Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
lookahead Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
lookup Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
main Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
main-cmake-pkg Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
parallel Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
passkey Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
perplexity Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
quantize Adding IQ1_TN - 1.6875 bpw for TriLM ternary models (#44) 2024-09-09 14:56:34 +03:00
quantize-stats quantize_stats: print rmse and max error as fraction of <x> (#21) 2024-08-19 13:49:28 +03:00
retrieval Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
rpc Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
save-load-state Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
server Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
simple Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
speculative Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
sycl Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
tokenize Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
base-translate.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
chat-13B.bat Create chat-13B.bat (#592) 2023-03-29 20:21:09 +03:00
chat-13B.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
chat-persistent.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
chat-vicuna.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
chat.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
CMakeLists.txt Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
convert_legacy_llama.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
json_schema_pydantic_example.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
json_schema_to_grammar.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
llama.vim llama.vim : added api key support (#5090) 2024-01-23 08:51:27 +02:00
llm.vim llm.vim : stop generation at multiple linebreaks, bind to <F2> (#2879) 2023-08-30 09:50:55 +03:00
Miku.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
pydantic_models_to_grammar_examples.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
pydantic_models_to_grammar.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
reason-act.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
regex_to_grammar.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
server_embd.py Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
server-llama2-13B.sh build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809) 2024-06-13 00:41:52 +01:00
ts-type-to-grammar.sh JSON schema conversion: ⚡️ faster repetitions, min/maxLength for strings, cap number length (#6555) 2024-04-12 19:43:38 +01:00