Kawrakow 910a134094 IQ2_KS: 2.1875 bpw non-linear quantization (#85) ...

* Experimenting

* iq2k: Try make_qx_quants for the scale

Slightly better for LLaMA-3.1, Gemma-2, slightly worse for
Qwen2.5

* iq2k with make_qx_quants: adjust scale

* iq2ks: basics

* iq2_ks: CUDA works

* iq2_ks: WIP

* iq2_ks: WIP

* iq2_ks: Zen4

* iq2_ks: AVX2

* iq2_ks: scalar dot product

* iq2_ks: ARM_NEON

* iq2_ks: Metal

* iq2_ks: faster Metal

LLaMA-3.1-8B:
PP-512 = 475.22 ± 0.37 t/s
TG-128 =  45.32 ± 0.03 t/s

---------

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

2024-10-13 13:34:30 +03:00

..

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)

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eval-callback

Merge mainline - Aug 12 2024 (#17)

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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)

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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)

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lookup

Merge mainline - Aug 12 2024 (#17)

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main

Merge mainline - Aug 12 2024 (#17)

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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

IQ2_KS: 2.1875 bpw non-linear quantization (#85)

2024-10-13 13:34:30 +03:00

quantize-stats

IQ2_KS: 2.1875 bpw non-linear quantization (#85)

2024-10-13 13:34:30 +03:00

retrieval

Merge mainline - Aug 12 2024 (#17)

2024-08-12 15:14:32 +02:00

rpc

Merge mainline - Aug 12 2024 (#17)

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save-load-state

Merge mainline - Aug 12 2024 (#17)

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server

Merge mainline - Aug 12 2024 (#17)

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simple

Merge mainline - Aug 12 2024 (#17)

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speculative

Merge mainline - Aug 12 2024 (#17)

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sycl

Merge mainline - Aug 12 2024 (#17)

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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)

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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