lfm 0.1.1

Rust ONNX inference for LiquidAI LFM2.5-VL (vision-language) models — implements the engine-agnostic llmtask::Task contract via llguidance for schema-constrained sampling
Documentation
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# See Cargo.toml.orig for the original contents.

[package]
edition = "2024"
rust-version = "1.95"
name = "lfm"
version = "0.1.1"
build = "build.rs"
include = [
    "src/**/*.rs",
    "examples/**/*.rs",
    "benches/**/*.rs",
    "models/*.json",
    "models/*.jinja",
    "build.rs",
    "Cargo.toml",
    "README.md",
    "CHANGELOG.md",
    "LICENSE-*",
]
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Rust ONNX inference for LiquidAI LFM2.5-VL (vision-language) models — implements the engine-agnostic llmtask::Task contract via llguidance for schema-constrained sampling"
homepage = "https://github.com/findit-ai/lfm"
documentation = "https://docs.rs/lfm"
readme = "README.md"
keywords = [
    "vlm",
    "onnx",
    "vision-language",
    "lfm",
    "constrained-decoding",
]
categories = [
    "api-bindings",
    "computer-vision",
    "multimedia::images",
]
license = "MIT OR Apache-2.0"
repository = "https://github.com/findit-ai/lfm"

[package.metadata.docs.rs]
features = [
    "inference",
    "bundled",
    "decoders",
    "serde",
]
rustdoc-args = [
    "--cfg",
    "docsrs",
]

[features]
bundled = [
    "inference",
    "decoders",
]
coreml = [
    "inference",
    "ort/coreml",
]
cuda = [
    "inference",
    "ort/cuda",
]
decoders = [
    "image/jpeg",
    "image/png",
]
default = [
    "inference",
    "bundled",
    "decoders",
]
directml = [
    "inference",
    "ort/directml",
]
inference = [
    "dep:ort",
    "dep:tokenizers",
    "dep:llguidance",
    "dep:toktrie",
    "dep:toktrie_hf_tokenizers",
    "dep:minijinja",
]
integration = ["inference"]
rocm = [
    "inference",
    "ort/rocm",
]
serde = [
    "smol_str/serde",
    "llmtask/serde",
]
tensorrt = [
    "inference",
    "ort/tensorrt",
]

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

[[example]]
name = "preprocess_only"
path = "examples/preprocess_only.rs"

[[example]]
name = "scene_analysis"
path = "examples/scene_analysis.rs"
required-features = [
    "bundled",
    "inference",
    "decoders",
]

[[example]]
name = "smoke"
path = "examples/smoke.rs"
required-features = [
    "bundled",
    "inference",
    "decoders",
]

[[bench]]
name = "bench_chat_template"
path = "benches/bench_chat_template.rs"
harness = false
required-features = ["inference"]

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

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

[dependencies.fast_image_resize]
version = "6.0.0"

[dependencies.image]
version = "0.25"
default-features = false

[dependencies.llguidance]
version = "1.7"
optional = true

[dependencies.llmtask]
version = "0.1"
features = [
    "json",
    "regex",
]

[dependencies.minijinja]
version = "2"
features = [
    "builtins",
    "json",
    "macros",
    "serde",
]
optional = true
default-features = false

[dependencies.ort]
version = "2.0.0-rc.12"
optional = true

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

[dependencies.serde_json]
version = "1"

[dependencies.smol_str]
version = "0.3"

[dependencies.thiserror]
version = "2"

[dependencies.tokenizers]
version = "0.23"
features = ["fancy-regex"]
optional = true
default-features = false

[dependencies.toktrie]
version = "1.7"
optional = true

[dependencies.toktrie_hf_tokenizers]
version = "1.7"
optional = true

[dependencies.tracing]
version = "0.1"

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

[target.'cfg(not(target_arch = "wasm32"))'.dev-dependencies.criterion]
version = "0.8"

[lints.rust]
rust_2018_idioms = "warn"
single_use_lifetimes = "warn"

[lints.rust.unexpected_cfgs]
level = "warn"
priority = 0
check-cfg = [
    "cfg(docsrs)",
    "cfg(tarpaulin)",
]

[profile.bench]
opt-level = 3
lto = "thin"
codegen-units = 1
debug = 0
debug-assertions = false
rpath = false
overflow-checks = false
incremental = false