From 9e5696e724dc485d03a69935befa54be1cf065bc Mon Sep 17 00:00:00 2001
From: mtb0x1 <39337159+mtb0x1@users.noreply.github.com>
Date: Sun, 22 Oct 2023 23:28:35 +0200
Subject: [PATCH] broken links
---
.gitignore | 3 +-
port3 | 1 -
port3/.gitignore | 2 +
port3/Cargo.lock | 367 +++++++++
port3/Cargo.toml | 37 +
port3/README.md | 60 ++
port3/assets/llama_cute.jpg | Bin 0 -> 187553 bytes
port3/assets/llama_notcute.jpg | Bin 0 -> 174180 bytes
port3/src/lib.rs | 885 ++++++++++++++++++++++
port4 | 1 -
port4/.gitignore | 1 +
port4/Cargo.lock | 341 +++++++++
port4/Cargo.toml | 36 +
port4/README.md | 61 ++
port4/assets/llama_cute.jpg | Bin 0 -> 187553 bytes
port4/assets/llama_notcute.jpg | Bin 0 -> 174180 bytes
port4/src/lib.rs | 102 +++
port4/src/llama2.rs | 741 ++++++++++++++++++
port4/src/ops.rs | 245 ++++++
port4/www/.gitignore | 2 +
port4/www/index.html | 133 ++++
port4/www/tokenizer.bin | Bin 0 -> 432717 bytes
port4/www/www_server.py | 17 +
port5 | 1 -
port5/Cargo.lock | 390 ++++++++++
port5/Cargo.toml | 39 +
port5/README.md | 61 ++
port5/assets/llama_cute.jpg | Bin 0 -> 187553 bytes
port5/assets/llama_notcute.jpg | Bin 0 -> 174180 bytes
port5/src/lib.rs | 149 ++++
port5/src/llama2/mod.rs | 10 +
port5/src/llama2/model.rs | 475 ++++++++++++
port5/src/llama2/quant.rs | 310 ++++++++
port5/src/llama2/sampler.rs | 50 ++
port5/src/llama2/tokenizer.rs | 144 ++++
port5/src/llama2/transformer.rs | 290 ++++++++
port5/www/.gitignore | 2 +
port5/www/index.html | 123 +++
port5/www/tokenizer-code.bin | Bin 0 -> 434169 bytes
port5/www/tokenizer.bin | Bin 0 -> 433869 bytes
port5/www/www_server.py | 17 +
port6 | 1 -
port6/.gitignore | 1 +
port6/Cargo.lock | 681 +++++++++++++++++
port6/Cargo.toml | 43 ++
port6/README.md | 61 ++
port6/src/error.rs | 33 +
port6/src/lib.rs | 77 ++
port6/src/llama2.rs | 1241 +++++++++++++++++++++++++++++++
port6/src/tensor.rs | 483 ++++++++++++
port6/tokenizer.bin | Bin 0 -> 433869 bytes
port6/www/.gitignore | 2 +
port6/www/index.html | 133 ++++
port6/www/tokenizer.bin | Bin 0 -> 433869 bytes
port6/www/www_server.py | 17 +
55 files changed, 7864 insertions(+), 5 deletions(-)
delete mode 160000 port3
create mode 100644 port3/.gitignore
create mode 100644 port3/Cargo.lock
create mode 100644 port3/Cargo.toml
create mode 100644 port3/README.md
create mode 100644 port3/assets/llama_cute.jpg
create mode 100644 port3/assets/llama_notcute.jpg
create mode 100644 port3/src/lib.rs
delete mode 160000 port4
create mode 100644 port4/.gitignore
create mode 100644 port4/Cargo.lock
create mode 100644 port4/Cargo.toml
create mode 100644 port4/README.md
create mode 100644 port4/assets/llama_cute.jpg
create mode 100644 port4/assets/llama_notcute.jpg
create mode 100644 port4/src/lib.rs
create mode 100644 port4/src/llama2.rs
create mode 100644 port4/src/ops.rs
create mode 100644 port4/www/.gitignore
create mode 100644 port4/www/index.html
create mode 100644 port4/www/tokenizer.bin
create mode 100644 port4/www/www_server.py
delete mode 160000 port5
create mode 100644 port5/Cargo.lock
create mode 100644 port5/Cargo.toml
create mode 100644 port5/README.md
create mode 100644 port5/assets/llama_cute.jpg
create mode 100644 port5/assets/llama_notcute.jpg
create mode 100644 port5/src/lib.rs
create mode 100644 port5/src/llama2/mod.rs
create mode 100644 port5/src/llama2/model.rs
create mode 100644 port5/src/llama2/quant.rs
create mode 100644 port5/src/llama2/sampler.rs
create mode 100644 port5/src/llama2/tokenizer.rs
create mode 100644 port5/src/llama2/transformer.rs
create mode 100644 port5/www/.gitignore
create mode 100644 port5/www/index.html
create mode 100644 port5/www/tokenizer-code.bin
create mode 100644 port5/www/tokenizer.bin
create mode 100644 port5/www/www_server.py
delete mode 160000 port6
create mode 100644 port6/.gitignore
create mode 100644 port6/Cargo.lock
create mode 100644 port6/Cargo.toml
create mode 100644 port6/README.md
create mode 100644 port6/src/error.rs
create mode 100644 port6/src/lib.rs
create mode 100644 port6/src/llama2.rs
create mode 100644 port6/src/tensor.rs
create mode 100644 port6/tokenizer.bin
create mode 100644 port6/www/.gitignore
create mode 100644 port6/www/index.html
create mode 100644 port6/www/tokenizer.bin
create mode 100644 port6/www/www_server.py
diff --git a/.gitignore b/.gitignore
index 9f97022..18bfafd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
-target/
\ No newline at end of file
+target/
+stories/*.bin
\ No newline at end of file
diff --git a/port3 b/port3
deleted file mode 160000
index a6c406d..0000000
--- a/port3
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit a6c406d831989e2908f5969a325c8b2d051de4a6
diff --git a/port3/.gitignore b/port3/.gitignore
new file mode 100644
index 0000000..207a99e
--- /dev/null
+++ b/port3/.gitignore
@@ -0,0 +1,2 @@
+/target
+/www
\ No newline at end of file
diff --git a/port3/Cargo.lock b/port3/Cargo.lock
new file mode 100644
index 0000000..0bdcd1d
--- /dev/null
+++ b/port3/Cargo.lock
@@ -0,0 +1,367 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "autocfg"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "bumpalo"
+version = "3.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f30e7476521f6f8af1a1c4c0b8cc94f0bee37d91763d0ca2665f299b6cd8aec"
+
+[[package]]
+name = "byteorder"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
+
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "console_error_panic_hook"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a06aeb73f470f66dcdbf7223caeebb85984942f22f1adb2a088cf9668146bbbc"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "console_log"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be8aed40e4edbf4d3b4431ab260b63fdc40f5780a4766824329ea0f1eefe3c0f"
+dependencies = [
+ "log",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "crossbeam-channel"
+version = "0.5.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a33c2bf77f2df06183c3aa30d1e96c0695a313d4f9c453cc3762a6db39f99200"
+dependencies = [
+ "cfg-if",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6fd6f855243022dcecf8702fef0c297d4338e226845fe067f6341ad9fa0cef"
+dependencies = [
+ "cfg-if",
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.9.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae211234986c545741a7dc064309f67ee1e5ad243d0e48335adc0484d960bcc7"
+dependencies = [
+ "autocfg",
+ "cfg-if",
+ "crossbeam-utils",
+ "memoffset",
+ "scopeguard",
+]
+
+[[package]]
+name = "crossbeam-utils"
+version = "0.8.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a22b2d63d4d1dc0b7f1b6b2747dd0088008a9be28b6ddf0b1e7d335e3037294"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "either"
+version = "1.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07"
+
+[[package]]
+name = "getrandom"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4136b2a15dd319360be1c07d9933517ccf0be8f16bf62a3bee4f0d618df427"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "libc",
+ "wasi",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "hermit-abi"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "443144c8cdadd93ebf52ddb4056d257f5b52c04d3c804e657d19eb73fc33668b"
+
+[[package]]
+name = "js-sys"
+version = "0.3.64"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c5f195fe497f702db0f318b07fdd68edb16955aed830df8363d837542f8f935a"
+dependencies = [
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "libc"
+version = "0.2.147"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4668fb0ea861c1df094127ac5f1da3409a82116a4ba74fca2e58ef927159bb3"
+
+[[package]]
+name = "log"
+version = "0.4.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+
+[[package]]
+name = "memoffset"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a634b1c61a95585bd15607c6ab0c4e5b226e695ff2800ba0cdccddf208c406c"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "num_cpus"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
+dependencies = [
+ "hermit-abi",
+ "libc",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.18.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
+
+[[package]]
+name = "port3"
+version = "0.1.0"
+dependencies = [
+ "byteorder",
+ "console_error_panic_hook",
+ "console_log",
+ "getrandom",
+ "js-sys",
+ "log",
+ "num_cpus",
+ "rand",
+ "rayon",
+ "wasm-bindgen",
+ "wasm-bindgen-rayon",
+ "web-sys",
+]
+
+[[package]]
+name = "ppv-lite86"
+version = "0.2.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "134c189feb4956b20f6f547d2cf727d4c0fe06722b20a0eec87ed445a97f92da"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5267fca4496028628a95160fc423a33e8b2e6af8a5302579e322e4b520293cae"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "rand"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "libc",
+ "rand_chacha",
+ "rand_core",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
+dependencies = [
+ "ppv-lite86",
+ "rand_core",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+dependencies = [
+ "getrandom",
+]
+
+[[package]]
+name = "rayon"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+dependencies = [
+ "either",
+ "rayon-core",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+dependencies = [
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-utils",
+ "num_cpus",
+]
+
+[[package]]
+name = "scopeguard"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
+
+[[package]]
+name = "spmc"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02a8428da277a8e3a15271d79943e80ccc2ef254e78813a166a08d65e4c3ece5"
+
+[[package]]
+name = "syn"
+version = "2.0.38"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e96b79aaa137db8f61e26363a0c9b47d8b4ec75da28b7d1d614c2303e232408b"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "unicode-ident"
+version = "1.0.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
+
+[[package]]
+name = "wasi"
+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.87"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7706a72ab36d8cb1f80ffbf0e071533974a60d0a308d01a5d0375bf60499a342"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.87"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5ef2b6d3c510e9625e5fe6f509ab07d66a760f0885d858736483c32ed7809abd"
+dependencies = [
+ "bumpalo",
+ "log",
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.87"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dee495e55982a3bd48105a7b947fd2a9b4a8ae3010041b9e0faab3f9cd028f1d"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.87"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "54681b18a46765f095758388f2d0cf16eb8d4169b639ab575a8f5693af210c7b"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-rayon"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df87c67450805c305d3ae44a3ac537b0253d029153c25afc3ecd2edc36ccafb1"
+dependencies = [
+ "js-sys",
+ "rayon",
+ "spmc",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.87"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca6ad05a4870b2bf5fe995117d3728437bd27d7cd5f06f13c17443ef369775a1"
+
+[[package]]
+name = "web-sys"
+version = "0.3.64"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b85cbef8c220a6abc02aefd892dfc0fc23afb1c6a426316ec33253a3877249b"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
diff --git a/port3/Cargo.toml b/port3/Cargo.toml
new file mode 100644
index 0000000..86aaee5
--- /dev/null
+++ b/port3/Cargo.toml
@@ -0,0 +1,37 @@
+[package]
+name = "port3"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+byteorder = "1.4.3"
+console_error_panic_hook = "0.1.7"
+console_log = {version="1.0.0",features=["color","wasm-bindgen"]}
+js-sys = "0.3.64"
+log = "0.4.19"
+num_cpus = "1.16.0"
+rand = "0.8.5"
+rayon = "1.7.0"
+wasm-bindgen = "0.2"
+wasm-bindgen-rayon = { version = "1.0", features = ["no-bundler"] }
+web-sys = {version="0.3.64",features=["Window","Performance","Navigator"]}
+
+[dependencies.getrandom]
+version = "0.2.10"
+features = ["js"]
+
+
+
+[profile.release]
+opt-level = 3
+debug = false
+panic = "abort"
+debug-assertions = false
+overflow-checks = false
+lto = true
+incremental = false
+
+[lib]
+name="port3"
+path = "src/lib.rs"
+crate-type = ["cdylib", "rlib"]
diff --git a/port3/README.md b/port3/README.md
new file mode 100644
index 0000000..a81b532
--- /dev/null
+++ b/port3/README.md
@@ -0,0 +1,60 @@
+## llama2.rs.wasm 🦀
+A dirty and minimal port of [@danielgrittner](https://github.com/danielgrittner) [llama2.rs](https://github.com/danielgrittner/llama2-rs)
+
+
+ 
+
+
+## How to run?
+1. Clone repo
+```bash
+git clone https://github.com/mtb0x1/llama2.rs.wasm
+cd llama2.rs.wasm/port3/
+```
+
+2. Download [@Karpathy](https://github.com/karpathy/)'s baby Llama2 ([Orig instructions](https://github.com/karpathy/llama2.c#feel-the-magic)) pretrained on TinyStories dataset and place them in `www` folder.
+```bash
+wget -P www/ https://huggingface.co/karpathy/tinyllamas/resolve/main/stories15M.bin
+wget -P www/ https://huggingface.co/karpathy/tinyllamas/resolve/main/stories42M.bin
+wget -P www/ https://huggingface.co/karpathy/tinyllamas/resolve/main/stories110M.bin
+```
+> stories42M is used by default (for now @todo), you can change this in `index.html`
+
+3. Run (requires [wasm-pack](https://github.com/rustwasm/wasm-pack))
+ ```bash
+ wasm-pack build --release --target web --out-dir www/pkg/
+ ```
+4. Run a minimal webserver with `www` folder :
+ 1. Run (requires python 3), you can use other webservers if you want
+ ```bash
+ cd www && python3 -m http.server 8080
+ ```
+ 2. go to http://localhost:8080/
+ 3. open browser console (@todo)
+5. (Optional) if you want to make changes :(reload browser/clear cache after changes)
+ 1. Changing `lib.rs` content :
+ ```bash
+ wasm-pack build --release --target web --out-dir www/pkg/
+ ```
+ 2. Changing the frontend `index.html`
+ 3. Changing model/tokenizer :
+ - Follow [@Karpathy](https://github.com/karpathy/)'s instructions in [llama2.c](https://github.com/karpathy/llama2.c)
+ - Place new files in `www` folder and edit `index.html` if needed
+
+## Performance
+- Temperature : 0.9
+- Sequence length: 20
+
+| tok/s | 15M | 42M | 110M | 7B
+|-------|-----|-----|-----|-----|
+| wasm v1 | ?| ? | ? | ?
+> Not really sure about result (yet!).
+
+### todo/Next ?
+- Tests
+- Display bench result in webpage instead of browser console (wip need cleaning and remove console.info hack)
+- Infrence based on user inputs (done)
+- Optmization : simd, rayon (wip) ... etc
+
+## License
+MIT
\ No newline at end of file
diff --git a/port3/assets/llama_cute.jpg b/port3/assets/llama_cute.jpg
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