Kawrakow c5bf589367 Q5_0_R4 (#121) ...

* Adding q5_0_r4

We get PP-512(LLaMA-3.1-8B) = 256.7 t/s on a Ryzen-7950X.
We even get TG-128 improvement to 11.7 t/s from 11.1 t/s.

* q5_0_r4: NEON

We get PP-512(LLaMA-3.1-8B) = 99.6 t/s on M2-Max,
up from 71.0 t/s for Q5_0. The difference to mainline llama.cpp
is no longer funny: they get 26.5 t/s for Q5_0.

For TG, we are nor able to fully saturate memory bandwidth
and arrive at 22.1 t/s @ 8 threads. Mainline llama.cpp gets
20.6 t/s for Q5_0.

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>

2024-12-03 12:59:22 +01:00

..

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

Adding Q6_0 (#77)

2024-10-02 15:22:13 +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

Q5_0_R4 (#121)

2024-12-03 12:59:22 +01:00

quantize-stats

Adding IQ4_KSS: 4.0 bpw quants (#89)

2024-10-16 15:18:26 +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