ternlang-ml 1.5.0

Ternary ML inference kernels — TritFloat (confidence-native ternary float), TritFloatTensor, sparse_matmul (@sparseskip), TritMatrix, deliberation engine, action gate, and MLP for the Ternlang ecosystem.
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
91
92

# 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 = "2024"
name = "ternlang-ml"
version = "1.5.0"
authors = [
    "Simeon Kepp <s.kepp@ternlang.com> (https://www.linkedin.com/in/simeon-kepp/)",
    "Nikoletta Csonka <csonikoletta@ternlang.com> (https://www.linkedin.com/in/csonikoletta/)",
    "Zabih Karimi <z.karimi@ternlang.com> (https://www.linkedin.com/in/zabih-karimi-3292ab349/)",
    "Lisa Scharler <l.scharler@ternlang.com> (https://www.linkedin.com/in/lisa-scharler-innovation-management-technology-entrepreneurship-future-education/)",
    "Louis Paul Ehrig <l.ehrig@ternlang.com> (https://www.linkedin.com/in/louis-ehrig-317941335/)",
    "RFI-IRFOS <licensing@ternlang.com>",
]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Ternary ML inference kernels — TritFloat (confidence-native ternary float), TritFloatTensor, sparse_matmul (@sparseskip), TritMatrix, deliberation engine, action gate, and MLP for the Ternlang ecosystem."
homepage = "https://ternlang.com"
readme = "README.md"
keywords = [
    "ternary",
    "trit",
    "balanced-ternary",
    "vm",
    "compiler",
]
categories = [
    "compilers",
    "science",
]
license = "LicenseRef-BSL-1.1"
repository = "https://github.com/eriirfos-eng/ternary-intelligence-stack"
resolver = "2"

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

[[bin]]
name = "inference"
path = "src/bin/inference.rs"

[[bin]]
name = "json_to_bin"
path = "src/bin/json_to_bin.rs"

[[bin]]
name = "perplexity_eval"
path = "src/bin/perplexity_eval.rs"

[[bin]]
name = "qat_train"
path = "src/bin/qat_train.rs"

[[bin]]
name = "scaling_convergence_bench"
path = "src/bin/scaling_convergence_bench.rs"

[dependencies.anyhow]
version = "1"

[dependencies.bincode]
version = "1.3"

[dependencies.rand]
version = "0.8"

[dependencies.rayon]
version = "1"

[dependencies.serde]
version = "1"
features = ["derive"]

[dependencies.serde_json]
version = "1"

[dependencies.ternlang-core]
version = "1.4.0"