Commit a2b31cf
2026-09-08 04:11:55
Changed files (19)
exe
ext
elelem
candle
lib
elelem
candle
bin/console
@@ -0,0 +1,11 @@
+#!/usr/bin/env ruby
+# frozen_string_literal: true
+
+require "bundler/setup"
+require "elelem/candle"
+
+# You can add fixtures and/or initialization code here to make experimenting
+# with your gem easier. You can also use a different console, if you like.
+
+require "irb"
+IRB.start(__FILE__)
bin/setup
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+set -euo pipefail
+IFS=$'\n\t'
+set -vx
+
+bundle install
+
+# Do any other automated setup that you need to do here
exe/elelem-candle
@@ -0,0 +1,8 @@
+#!/usr/bin/env ruby
+# frozen_string_literal: true
+
+require "elelem/cli"
+
+Signal.trap("INT") { exit 1 }
+
+Elelem::CLI.new(ARGV, provider: "candle").run
ext/elelem/candle/src/lib.rs
@@ -0,0 +1,68 @@
+use magnus::{
+ block::Proc, function, method, prelude::*, Error, Ruby,
+};
+
+/// Wraps a loaded candle model + tokenizer. Right now this is a skeleton:
+/// `Model::new` just records where the weights *would* load from, and
+/// `generate` proves out the streaming-token-across-FFI plumbing without a
+/// real forward pass yet.
+///
+/// Next steps to make this real (see candle-transformers examples for the
+/// reference implementations):
+/// 1. Load a tokenizer (tokenizers::Tokenizer::from_file / from hf-hub).
+/// 2. Load safetensors weights into a candle_core::Device (Cpu, or Cuda/
+/// Metal once those candle-core features are enabled).
+/// 3. Build the model (e.g. candle_transformers::models::mistral::Model).
+/// 4. In `generate`, run the actual token-by-token forward pass + sampling
+/// loop, calling `token_cb.call` per generated piece instead of the
+/// canned stub output below.
+#[magnus::wrap(class = "Elelem::Candle::Model", free_immediately, size)]
+struct Model {
+ path: String,
+ device: String,
+}
+
+impl Model {
+ fn new(path: String, device: String) -> Self {
+ Self { path, device }
+ }
+
+ /// Streams generated text back to Ruby by invoking `token_cb` once per
+ /// piece. This is the interesting FFI boundary: Rust owns the generation
+ /// loop, Ruby supplies a block, and each token crosses the boundary as
+ /// it's produced rather than buffering the whole response.
+ fn generate(&self, ruby: &Ruby, prompt: String, token_cb: Proc) -> Result<(), Error> {
+ if self.path.is_empty() {
+ return Err(Error::new(
+ ruby.exception_runtime_error(),
+ "Elelem::Candle::Model: no model path configured",
+ ));
+ }
+
+ // TODO(real inference): replace this with the actual candle
+ // generation loop. Left as a stub so the Ruby <-> Rust streaming
+ // contract (Provider#fetch -> Model#generate -> block) can be
+ // exercised end to end before a real model is wired in.
+ let stub = format!(
+ "[stub:{} on {}] {}",
+ self.path, self.device, prompt
+ );
+ for word in stub.split_whitespace() {
+ token_cb.call::<_, magnus::Value>((format!("{word} "),))?;
+ }
+
+ Ok(())
+ }
+}
+
+#[magnus::init]
+fn init(ruby: &Ruby) -> Result<(), Error> {
+ let elelem = ruby.define_module("Elelem")?;
+ let candle = elelem.define_module("Candle")?;
+ let model = candle.define_class("Model", ruby.class_object())?;
+
+ model.define_singleton_method("new", function!(Model::new, 2))?;
+ model.define_method("generate", method!(Model::generate, 2))?;
+
+ Ok(())
+}
ext/elelem/candle/build.rs
@@ -0,0 +1,5 @@
+pub fn main() -> Result<(), Box<dyn std::error::Error>> {
+ let _ = rb_sys_env::activate()?;
+
+ Ok(())
+}
ext/elelem/candle/Cargo.toml
@@ -0,0 +1,27 @@
+[package]
+name = "candle"
+version = "0.1.0"
+edition = "2021"
+authors = ["mo khan <[email protected]>"]
+publish = false
+
+[lib]
+crate-type = ["cdylib"]
+
+[dependencies]
+magnus = { version = "0.8.2" }
+rb-sys = { version = "0.9", features = ["stable-api-compiled-fallback"] }
+
+# huggingface/candle: pure-Rust tensor/ML framework. Start CPU-only; add the
+# "cuda"/"metal" candle-core features later once a model is loading end to end.
+candle-core = "0.11"
+candle-nn = "0.11"
+candle-transformers = "0.11"
+tokenizers = { version = "0.23", default-features = false, features = ["onig"] }
+hf-hub = "1.0"
+
+[build-dependencies]
+rb-sys-env = "0.2.2"
+
+[dev-dependencies]
+rb-sys-test-helpers = { version = "0.2.2" }
ext/elelem/candle/extconf.rb
@@ -0,0 +1,6 @@
+# frozen_string_literal: true
+
+require "mkmf"
+require "rb_sys/mkmf"
+
+create_rust_makefile("elelem/candle/candle")
lib/elelem/candle/provider.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+module Elelem
+ module Candle
+ # Thin Ruby wrapper around the native (Rust/candle) model. The Rust side
+ # (ext/elelem/candle/src/lib.rs) does the actual tensor loading/inference;
+ # this class just adapts elelem's provider contract to it.
+ class Provider
+ def initialize(model:, device: ENV.fetch("ELELEM_CANDLE_DEVICE", "cpu"))
+ @model = Elelem::Candle::Model.new(model, device)
+ end
+
+ def fetch(messages, tools = [], &block)
+ # TODO: real chat templating + tool-call parsing, mirroring
+ # elelem-llama's provider.rb. For now: single-turn text generation.
+ prompt = messages.map { |m| "#{m[:role] || m["role"]}: #{m[:content] || m["content"]}" }.join("\n")
+
+ content = +""
+ @model.generate(prompt) do |piece|
+ content << piece
+ block&.call(type: "thinking", text: piece)
+ end
+
+ block&.call(type: "saying", text: content)
+ []
+ end
+ end
+ end
+end
lib/elelem/candle/version.rb
@@ -0,0 +1,7 @@
+# frozen_string_literal: true
+
+module Elelem
+ module Candle
+ VERSION = "0.1.0"
+ end
+end
lib/elelem/candle.rb
@@ -0,0 +1,16 @@
+# frozen_string_literal: true
+
+require "json"
+require "elelem"
+
+require_relative "candle/version"
+require "elelem/candle/candle" # native extension (ext/elelem/candle)
+require_relative "candle/provider"
+
+Elelem.configure do |config|
+ config.provider(:candle) do
+ Elelem::Candle::Provider.new(
+ model: ENV.fetch("ELELEM_CANDLE_MODEL") { raise "set ELELEM_CANDLE_MODEL=/path/to/model (safetensors dir or hf repo id)" }
+ )
+ end
+end
.gitignore
@@ -0,0 +1,12 @@
+/.bundle/
+/.yardoc
+/_yardoc/
+/coverage/
+/doc/
+/pkg/
+/spec/reports/
+/tmp/
+/target/
+/ext/elelem/candle/target/
+/lib/elelem/candle/*.so
+*.gem
Cargo.lock
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+ "synstructure",
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+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
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+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 3.0.5",
+]
+
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+version = "8.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d04a6b5381502aa6087c94c669499eb1602eb9c5e8198e534de571f7154809b"
+dependencies = [
+ "crc32fast",
+ "indexmap",
+ "memchr",
+ "typed-path",
+]
+
+[[package]]
+name = "zmij"
+version = "1.0.23"
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Cargo.toml
@@ -0,0 +1,13 @@
+# This Cargo.toml is here to let externals tools (IDEs, etc.) know that this is
+# a Rust project. Your extensions dependencies should be added to the Cargo.toml
+# in the ext/ directory.
+
+[workspace]
+members = ["./ext/elelem/candle"]
+resolver = "2"
+
+[profile.release]
+# By default, debug symbols are stripped from the final binary which makes it
+# harder to debug if something goes wrong. It's recommended to keep debug
+# symbols in the release build so that you can debug the final binary if needed.
+debug = true
elelem-candle.gemspec
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require_relative "lib/elelem/candle/version"
+
+Gem::Specification.new do |spec|
+ spec.name = "elelem-candle"
+ spec.version = Elelem::Candle::VERSION
+ spec.authors = ["mo khan"]
+ spec.email = ["[email protected]"]
+
+ spec.summary = "A candle (huggingface/candle) plugin for elelem."
+ spec.description = "A candle (huggingface/candle) plugin for elelem."
+ spec.homepage = "https://src.mokhan.ca/elelem/candle"
+ spec.license = "MIT"
+ spec.required_ruby_version = ">= 4.0.0"
+ spec.metadata["allowed_push_host"] = "https://rubygems.org"
+ spec.metadata["homepage_uri"] = spec.homepage
+ spec.metadata["source_code_uri"] = spec.homepage
+
+ gemspec = File.basename(__FILE__)
+ spec.files = IO.popen(%w[git ls-files -z], chdir: __dir__, err: IO::NULL) do |ls|
+ ls.readlines("\x0", chomp: true).reject do |f|
+ (f == gemspec) || f.start_with?(*%w[bin/ Gemfile .gitignore target/])
+ end
+ end
+ spec.extensions = ["ext/elelem/candle/extconf.rb"]
+ spec.bindir = "exe"
+ spec.executables = ["elelem-candle"]
+ spec.require_paths = ["lib"]
+
+ spec.add_dependency "elelem", "~> 0.11"
+ spec.add_dependency "rb_sys", "~> 0.9"
+end
Gemfile
@@ -0,0 +1,9 @@
+# frozen_string_literal: true
+
+source "https://rubygems.org"
+
+gemspec name: "elelem-candle"
+
+gem "irb"
+gem "rake", "~> 13.0"
+gem "rake-compiler"
Gemfile.lock
@@ -0,0 +1,114 @@
+PATH
+ remote: .
+ specs:
+ elelem-candle (0.1.0)
+ elelem (~> 0.11)
+ rb_sys (~> 0.9)
+
+GEM
+ remote: https://rubygems.org/
+ specs:
+ bigdecimal (4.1.2)
+ elelem (0.11.0)
+ erb (~> 6.0)
+ forwardable (~> 1.4)
+ io-console (~> 0.9)
+ json (~> 3.0)
+ json_schemer (~> 2.5)
+ logger (~> 1.7)
+ open3 (~> 0.2)
+ optparse (~> 0.8)
+ pathname (~> 0.5)
+ reline (~> 0.7)
+ shellwords (~> 0.2)
+ uri (~> 1.0)
+ erb (6.0.7)
+ forwardable (1.4.0)
+ hana (1.3.7)
+ io-console (0.9.2)
+ irb (1.18.0)
+ pp (>= 0.6.0)
+ prism (>= 1.3.0)
+ rdoc (>= 4.0.0)
+ reline (>= 0.4.2)
+ json (3.0.0)
+ json_schemer (2.5.0)
+ bigdecimal
+ hana (~> 1.3)
+ regexp_parser (~> 2.0)
+ simpleidn (~> 0.2)
+ logger (1.7.0)
+ open3 (0.2.1)
+ optparse (0.8.1)
+ pathname (0.5.0)
+ pp (0.6.4)
+ prettyprint
+ prettyprint (0.2.0)
+ prism (1.9.0)
+ rake (13.4.2)
+ rake-compiler (1.3.1)
+ rake
+ rake-compiler-dock (1.12.0)
+ rb_sys (0.9.130)
+ rake-compiler-dock (= 1.12.0)
+ rbs (4.2.0)
+ logger
+ prism (>= 1.6.0)
+ tsort
+ rdoc (8.0.0)
+ erb
+ prism (>= 1.6.0)
+ rbs (>= 4.0.0)
+ tsort
+ regexp_parser (2.12.0)
+ reline (0.7.0)
+ io-console (~> 0.5)
+ shellwords (0.2.2)
+ simpleidn (0.3.0)
+ tsort (0.2.0)
+ uri (1.1.1)
+
+PLATFORMS
+ ruby
+ x86_64-linux
+
+DEPENDENCIES
+ elelem-candle!
+ irb
+ rake (~> 13.0)
+ rake-compiler
+
+CHECKSUMS
+ bigdecimal (4.1.2) sha256=53d217666027eab4280346fba98e7d5b66baaae1b9c3c1c0ffe89d48188a3fbd
+ bundler (4.0.20) sha256=7978a8ac648767f5e635bc522445b79e80a52b907a39a36c2d8085ed6bc762ae
+ elelem (0.11.0) sha256=552cafb092320e3896b8e07572d322fe2b94f0f10d965bf7b993b74517a6f744
+ elelem-candle (0.1.0)
+ erb (6.0.7) sha256=c5ca6dc25b0ef974a44dc8f59fe847577122483b1968a38dec305c60bf91ee92
+ forwardable (1.4.0) sha256=f1cd40cc9812937980e1c76f1aa053660990a7c9b6a98fc37d945468afcce838
+ hana (1.3.7) sha256=5425db42d651fea08859811c29d20446f16af196308162894db208cac5ce9b0d
+ io-console (0.9.2) sha256=efa74f891dd03c0939a931dfc6e74c2813d904763d456ea9762b0525e748db08
+ irb (1.18.0) sha256=de9454a0703a54704b9811a5ef31a60c86949fbf4013fcf244fabc7c775248e3
+ json (3.0.0) sha256=1ff82a28c05c5cc7b646f3e3a3ac710e4ae2aa933690cba12f1f650b0ecdeb99
+ json_schemer (2.5.0) sha256=2f01fb4cce721a4e08dd068fc2030cffd0702a7f333f1ea2be6e8991f00ae396
+ logger (1.7.0) sha256=196edec7cc44b66cfb40f9755ce11b392f21f7967696af15d274dde7edff0203
+ open3 (0.2.1) sha256=8e2d7d2113526351201438c1aa35c8139f0141c9e8913baa007c898973bf3952
+ optparse (0.8.1) sha256=42bea10d53907ccff4f080a69991441d611fbf8733b60ed1ce9ee365ce03bd1a
+ pathname (0.5.0) sha256=d5a331784f6e1f2fefb31c2ff0b8855aabfb661d807284ead9fa47b883d81623
+ pp (0.6.4) sha256=dfcb0fce700c41456265922884f9fe195d7fbb0674a3578e6c0f69588e82b570
+ prettyprint (0.2.0) sha256=2bc9e15581a94742064a3cc8b0fb9d45aae3d03a1baa6ef80922627a0766f193
+ prism (1.9.0) sha256=7b530c6a9f92c24300014919c9dcbc055bf4cdf51ec30aed099b06cd6674ef85
+ rake (13.4.2) sha256=cb825b2bd5f1f8e91ca37bddb4b9aaf345551b4731da62949be002fa89283701
+ rake-compiler (1.3.1) sha256=6b351612b6e2d73ddd5563ee799bb58685176e05363db6758504bd11573d670a
+ rake-compiler-dock (1.12.0) sha256=f13205c2738f3d2053afcd03491a9e4541b22a59a0bfc53fc8bc883bd8188023
+ rb_sys (0.9.130) sha256=7d486d99c1da02635515deaf9860fc5aea90bb4ab2589b2deec7fdc7d3548615
+ rbs (4.2.0) sha256=51f7b886dcc05bc09e10b901daa6a81829f6adc03101d6ca9ea4aac6103e0674
+ rdoc (8.0.0) sha256=03bf8c08a9639658855a0cfd77c0abca8325c227693f7f33f82957811348c469
+ regexp_parser (2.12.0) sha256=35a916a1d63190ab5c9009457136ae5f3c0c7512d60291d0d1378ba18ce08ebb
+ reline (0.7.0) sha256=5b012d8e55dbf9d450f12bde2cf7d15ff546ae80b3f8f3b30e570d431815583d
+ shellwords (0.2.2) sha256=b8695a791de2f71472de5abdc3f4332f6535a4177f55d8f99e7e44266cd32f94
+ simpleidn (0.3.0) sha256=12ca730bed2f3db04d11e9bfd1bca3e11fb37f55b21eb2e9793fb5814bf54d03
+ tsort (0.2.0) sha256=9650a793f6859a43b6641671278f79cfead60ac714148aabe4e3f0060480089f
+ uri (1.1.1) sha256=379fa58d27ffb1387eaada68c749d1426738bd0f654d812fcc07e7568f5c57c6
+
+BUNDLED WITH
+ 4.0.20
LICENSE.txt
@@ -0,0 +1,21 @@
+The MIT License (MIT)
+
+Copyright (c) 2026 mo khan
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
Rakefile
@@ -0,0 +1,15 @@
+# frozen_string_literal: true
+
+require "bundler/gem_tasks"
+require "rb_sys/extensiontask"
+
+task build: :compile
+
+GEMSPEC = Gem::Specification.load("elelem-candle.gemspec")
+
+RbSys::ExtensionTask.new("candle", GEMSPEC) do |ext|
+ ext.ext_dir = "ext/elelem/candle"
+ ext.lib_dir = "lib/elelem/candle"
+end
+
+task default: :compile
README.md
@@ -0,0 +1,47 @@
+# elelem-candle
+
+An [elelem](https://src.mokhan.ca/elelem/elelem) provider plugin backed by
+[huggingface/candle](https://github.com/huggingface/candle), a pure-Rust
+tensor/ML framework, via a real Ruby native extension (not a spawned
+subprocess).
+
+## Status
+
+Experimental / hobby project. This is a skeleton: the Ruby <-> Rust boundary
+(`Elelem::Candle::Provider` -> `Elelem::Candle::Model#generate` -> streaming
+block) works end to end, but `Model#generate` in
+`ext/elelem/candle/src/lib.rs` is still a stub that echoes the prompt back
+token-by-token instead of running real inference. See the TODOs in that file
+for what's next (tokenizer + safetensors loading + an actual candle-transformers
+model forward pass).
+
+## Why a native extension instead of a subprocess
+
+`elelem-ratatui` shells out to a standalone Rust binary and talks JSON over
+stdio. This gem instead uses [`rb_sys`](https://github.com/oxidize-rb/rb_sys) +
+[`magnus`](https://github.com/matsadler/magnus) to compile candle straight
+into a loadable `.so`, called in-process via real Ruby<->Rust FFI (typed
+arguments, Ruby exceptions on Rust errors, streaming callbacks) -- the same
+mechanism most modern Ruby+Rust gems use, and the standard `bundle gem
+--ext=rust` scaffold.
+
+## Requirements
+
+- Rust toolchain (`cargo`, `rustc`) -- see https://rustup.rs
+- A working C toolchain + `clang`/`libclang` (needed by `rb_sys`'s bindgen
+ step to generate Ruby FFI bindings). On Fedora: `sudo dnf install clang`.
+
+## Development
+
+```
+bundle install
+bundle exec rake compile # builds the Rust extension via rb_sys
+bundle exec rake build # -> bundle exec rake compile
+```
+
+## Usage
+
+```
+export ELELEM_CANDLE_MODEL=/path/to/model
+bundle exec exe/elelem-candle ask "hi"
+```