needle-core 0.3.1

no_std compute kernels for Needle: Cactus-Quants matmul, fast Walsh-Hadamard transform, attention, RoPE
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90

# THIS FILE IS AUTOMATICALLY GENERATED BY CARGO
#
# When uploading crates to the registry Cargo will automatically
# "normalize" Cargo.toml files for maximal compatibility
# with all versions of Cargo and also rewrite `path` dependencies
# to registry (e.g., crates.io) dependencies.
#
# If you are reading this file be aware that the original Cargo.toml
# will likely look very different (and much more reasonable).
# See Cargo.toml.orig for the original contents.

[package]
edition = "2021"
rust-version = "1.87"
name = "needle-core"
version = "0.3.1"
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "no_std compute kernels for Needle: Cactus-Quants matmul, fast Walsh-Hadamard transform, attention, RoPE"
homepage = "https://github.com/geekgineer/needle-rs"
readme = "README.md"
keywords = [
    "llm",
    "inference",
    "quantization",
    "no-std",
    "simd",
]
categories = [
    "science",
    "no-std",
    "algorithms",
]
license = "MIT"
repository = "https://github.com/geekgineer/needle-rs"

[features]
bench-internals = []
default = ["simd"]
parallel = [
    "std",
    "dep:rayon",
]
simd = []
std = []

[lib]
name = "needle_core"
path = "src/lib.rs"

[[test]]
name = "parity_tests"
path = "tests/parity_tests.rs"

[[test]]
name = "v3_component_parity"
path = "tests/v3_component_parity.rs"

[[test]]
name = "v3_kv_quant_parity"
path = "tests/v3_kv_quant_parity.rs"

[[bench]]
name = "cq_kernels"
path = "benches/cq_kernels.rs"
harness = false

[[bench]]
name = "kernels"
path = "benches/kernels.rs"
harness = false

[dependencies.libm]
version = "0.2"
default-features = false

[dependencies.rayon]
version = "1"
optional = true

[dev-dependencies.criterion]
version = "0.5"
features = ["html_reports"]

[dev-dependencies.serde_json]
version = "1"