Kawrakow 70a1d99fb8 imatrix: collect layer influence statistics (#328) ...

* imatrix: collect layer influence statistics

* imatrix: collect layer influence statiscs also for the last layer

For the last layer we need to use the input for the output.weight
tensor. Last layer(s) tend(s) to be important, so it is useful to also
have its influence metric.

* imatrix: separate metric for attention and ffn importance

* Use stripped tensor name, not src0->name

---------

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

2025-04-14 19:43:19 +02:00

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baby-llama

Merge mainline - Aug 12 2024 (#17)

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batched

Merge mainline llama.cpp (#3)

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batched-bench

MoE fix for R4 quants (#170)

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batched.swift

Merge mainline llama.cpp (#3)

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benchmark

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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convert-llama2c-to-ggml

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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cvector-generator

Merge mainline - Aug 12 2024 (#17)

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deprecation-warning

Merge mainline llama.cpp (#3)

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embedding

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eval-callback

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export-lora

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gbnf-validator

Merge mainline llama.cpp (#3)

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gguf

Merge mainline llama.cpp (#3)

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gguf-hash

Merge mainline llama.cpp (#3)

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gguf-split

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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gritlm

llama : allow pooled embeddings on any model (#7477)

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imatrix

imatrix: collect layer influence statistics (#328)

2025-04-14 19:43:19 +02:00

infill

Merge mainline - Aug 12 2024 (#17)

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jeopardy

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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llama-bench

Add copyright notices (#317)

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llama.android

Merge mainline llama.cpp (#3)

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llama.swiftui

Merge mainline llama.cpp (#3)

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llava

Merge mainline - Aug 12 2024 (#17)

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lookahead

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lookup

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main

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main-cmake-pkg

Merge mainline llama.cpp (#3)

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parallel

Merge mainline - Aug 12 2024 (#17)

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passkey

Merge mainline llama.cpp (#3)

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perplexity

Fix KLD precision (#325)

2025-04-12 16:17:50 +02:00

quantize

Add ability to hide imatrix details in llama-quantize (#329)

2025-04-14 19:41:31 +02:00

quantize-stats

Add copyright notices (#317)

2025-04-07 10:43:26 +02:00

retrieval

Merge mainline - Aug 12 2024 (#17)

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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

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speculative

Merge mainline - Aug 12 2024 (#17)

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sweep-bench

Update sweep bench (depracating .jsonl support) (#289)

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sycl

Merge mainline - Aug 12 2024 (#17)

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tokenize

Merge mainline - Aug 12 2024 (#17)

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base-translate.sh

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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chat-13B.bat

Create chat-13B.bat (#592)

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chat-13B.sh

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chat-persistent.sh

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chat-vicuna.sh

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chat.sh

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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CMakeLists.txt

Add new sweep-bench benchmark (#225)

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convert_legacy_llama.py

Merge mainline llama.cpp (#3)

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json_schema_pydantic_example.py

Merge mainline llama.cpp (#3)

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json_schema_to_grammar.py

Merge mainline llama.cpp (#3)

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llama.vim

llama.vim : added api key support (#5090)

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llm.vim

llm.vim : stop generation at multiple linebreaks, bind to <F2> (#2879)

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Miku.sh

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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pydantic_models_to_grammar_examples.py

Merge mainline llama.cpp (#3)

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pydantic_models_to_grammar.py

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reason-act.sh

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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regex_to_grammar.py

Merge mainline llama.cpp (#3)

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server_embd.py

Merge mainline llama.cpp (#3)

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server-llama2-13B.sh

build: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... (#7809)

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ts-type-to-grammar.sh

JSON schema conversion: ⚡️ faster repetitions, min/maxLength for strings, cap number length (#6555)

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