Files
Lumotia/crates/llm/src/model_manager.rs

467 lines
14 KiB
Rust

use std::fmt;
use std::io;
use std::path::{Path, PathBuf};
use std::str::FromStr;
use std::sync::{LazyLock, Mutex};
use futures_util::StreamExt;
use serde::{Deserialize, Serialize};
use sha2::{Digest, Sha256};
use tokio::io::{AsyncReadExt, AsyncWriteExt};
#[allow(non_camel_case_types)]
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum LlmModelId {
#[serde(rename = "qwen3_1_7b")]
Qwen3_1_7B_Q4,
#[serde(rename = "qwen3_4b_instruct_2507")]
Qwen3_4BInstruct2507Q4,
#[serde(rename = "qwen3_14b")]
Qwen3_14BQ5,
}
impl LlmModelId {
pub fn default_tier() -> Self {
Self::Qwen3_4BInstruct2507Q4
}
pub fn as_str(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => "qwen3_1_7b",
Self::Qwen3_4BInstruct2507Q4 => "qwen3_4b_instruct_2507",
Self::Qwen3_14BQ5 => "qwen3_14b",
}
}
pub fn display_name(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => "Qwen3 1.7B",
Self::Qwen3_4BInstruct2507Q4 => "Qwen3 4B Instruct 2507",
Self::Qwen3_14BQ5 => "Qwen3 14B",
}
}
pub fn file_name(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => "Qwen3-1.7B-Q4_K_M.gguf",
Self::Qwen3_4BInstruct2507Q4 => "Qwen3-4B-Instruct-2507-Q4_K_M.gguf",
Self::Qwen3_14BQ5 => "Qwen3-14B-Q5_K_M.gguf",
}
}
pub fn size_bytes(&self) -> u64 {
match self {
Self::Qwen3_1_7B_Q4 => 1_107_409_472,
Self::Qwen3_4BInstruct2507Q4 => 2_497_281_120,
Self::Qwen3_14BQ5 => 10_514_570_624,
}
}
pub fn minimum_ram_bytes(&self) -> u64 {
match self {
Self::Qwen3_1_7B_Q4 => 8 * 1024_u64.pow(3),
Self::Qwen3_4BInstruct2507Q4 => 16 * 1024_u64.pow(3),
Self::Qwen3_14BQ5 => 32 * 1024_u64.pow(3),
}
}
pub fn recommended_vram_bytes(&self) -> Option<u64> {
match self {
Self::Qwen3_1_7B_Q4 => None,
Self::Qwen3_4BInstruct2507Q4 => Some(8 * 1024_u64.pow(3)),
Self::Qwen3_14BQ5 => Some(16 * 1024_u64.pow(3)),
}
}
pub fn description(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => "Low tier for 8 GB RAM and CPU-heavy machines.",
Self::Qwen3_4BInstruct2507Q4 => {
"Default tier for cleanup and task extraction on 16 GB systems."
}
Self::Qwen3_14BQ5 => "High tier for 32 GB+ RAM and larger GPUs.",
}
}
pub fn hf_url(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => {
"https://huggingface.co/unsloth/Qwen3-1.7B-GGUF/resolve/d7f544eead698dbd1f15126ef60b45a1e1933222/Qwen3-1.7B-Q4_K_M.gguf"
}
Self::Qwen3_4BInstruct2507Q4 => {
"https://huggingface.co/unsloth/Qwen3-4B-Instruct-2507-GGUF/resolve/a06e946bb6b655725eafa393f4a9745d460374c9/Qwen3-4B-Instruct-2507-Q4_K_M.gguf"
}
Self::Qwen3_14BQ5 => {
"https://huggingface.co/unsloth/Qwen3-14B-GGUF/resolve/a04a82c4739b3ef5fa6da7d10261db2c67dd1985/Qwen3-14B-Q5_K_M.gguf"
}
}
}
pub fn sha256(&self) -> &'static str {
match self {
Self::Qwen3_1_7B_Q4 => {
"de942b0819216caa3bfe487180dd1bb37398fa1c98cb42bb0bbac7ab7d6e8a12"
}
Self::Qwen3_4BInstruct2507Q4 => {
"bf52d44a54b81d44219833556849529ee96f09da673a38783dddc2e2eaf17881"
}
Self::Qwen3_14BQ5 => "6f87abc471bd509ad46aca4284b3cfa926d8114bc491bb0a7a3a7f74c16ef95b",
}
}
}
impl fmt::Display for LlmModelId {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
f.write_str(self.as_str())
}
}
impl FromStr for LlmModelId {
type Err = String;
fn from_str(value: &str) -> Result<Self, Self::Err> {
match value {
"qwen3_1_7b" => Ok(Self::Qwen3_1_7B_Q4),
"qwen3_4b_instruct_2507" => Ok(Self::Qwen3_4BInstruct2507Q4),
"qwen3_14b" => Ok(Self::Qwen3_14BQ5),
other => Err(format!("Unknown LLM model id: {other}")),
}
}
}
#[derive(Debug, Clone, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct LlmModelInfo {
pub id: String,
pub display_name: &'static str,
pub file_name: &'static str,
pub size_bytes: u64,
pub description: &'static str,
pub minimum_ram_bytes: u64,
pub recommended_vram_bytes: Option<u64>,
}
#[derive(Debug, thiserror::Error)]
pub enum DownloadError {
#[error("http error: {0}")]
Http(String),
#[error("io error: {0}")]
Io(#[from] io::Error),
#[error("sha256 mismatch: expected {expected}, got {actual}")]
ShaMismatch { expected: String, actual: String },
#[error("resume failed: server does not support range requests")]
ResumeUnsupported,
}
const ALL_MODELS: &[LlmModelId] = &[
LlmModelId::Qwen3_1_7B_Q4,
LlmModelId::Qwen3_4BInstruct2507Q4,
LlmModelId::Qwen3_14BQ5,
];
static ACTIVE_DOWNLOADS: LazyLock<Mutex<std::collections::HashSet<LlmModelId>>> =
LazyLock::new(|| Mutex::new(std::collections::HashSet::new()));
struct DownloadReservation {
id: LlmModelId,
}
impl DownloadReservation {
fn acquire(id: LlmModelId) -> Result<Self, DownloadError> {
let mut active = ACTIVE_DOWNLOADS
.lock()
.map_err(|_| DownloadError::Http("download lock poisoned".into()))?;
if !active.insert(id) {
return Err(DownloadError::Http(format!(
"download already in progress for {}",
id.as_str()
)));
}
Ok(Self { id })
}
}
impl Drop for DownloadReservation {
fn drop(&mut self) {
if let Ok(mut active) = ACTIVE_DOWNLOADS.lock() {
active.remove(&self.id);
}
}
}
pub fn all_models() -> &'static [LlmModelId] {
ALL_MODELS
}
pub fn model_info(id: LlmModelId) -> LlmModelInfo {
LlmModelInfo {
id: id.as_str().to_string(),
display_name: id.display_name(),
file_name: id.file_name(),
size_bytes: id.size_bytes(),
description: id.description(),
minimum_ram_bytes: id.minimum_ram_bytes(),
recommended_vram_bytes: id.recommended_vram_bytes(),
}
}
pub fn recommend_tier(total_ram_bytes: u64, total_vram_bytes: Option<u64>) -> LlmModelId {
if total_vram_bytes.unwrap_or(0) >= 16 * 1024_u64.pow(3)
&& total_ram_bytes >= 32 * 1024_u64.pow(3)
{
LlmModelId::Qwen3_14BQ5
} else if total_vram_bytes.unwrap_or(0) >= 8 * 1024_u64.pow(3)
|| total_ram_bytes >= 16 * 1024_u64.pow(3)
{
LlmModelId::Qwen3_4BInstruct2507Q4
} else {
LlmModelId::Qwen3_1_7B_Q4
}
}
pub fn model_dir() -> PathBuf {
kon_core::paths::app_paths().llm_models_dir()
}
pub fn model_path(id: LlmModelId) -> PathBuf {
model_dir().join(id.file_name())
}
pub fn partial_download_path(id: LlmModelId) -> PathBuf {
model_path(id).with_extension("gguf.part")
}
pub fn is_downloaded(id: LlmModelId) -> bool {
model_path(id).exists()
}
pub fn delete_model(id: LlmModelId) -> io::Result<()> {
let final_path = model_path(id);
let partial_path = partial_download_path(id);
if final_path.exists() {
std::fs::remove_file(final_path)?;
}
if partial_path.exists() {
std::fs::remove_file(partial_path)?;
}
Ok(())
}
pub async fn download_model<F>(id: LlmModelId, on_progress: F) -> Result<(), DownloadError>
where
F: FnMut(u64, u64) + Send + 'static,
{
let _reservation = DownloadReservation::acquire(id)?;
let dest = model_path(id);
tokio::fs::create_dir_all(model_dir()).await?;
if dest.exists() {
let actual = sha256_file(&dest).await?;
if actual == id.sha256() {
return Ok(());
}
tokio::fs::remove_file(&dest).await?;
}
download_impl(id.hf_url(), id.sha256(), &dest, on_progress).await
}
async fn sha256_file(path: &Path) -> Result<String, io::Error> {
let mut hasher = Sha256::new();
let mut file = tokio::fs::File::open(path).await?;
let mut buffer = [0u8; 8192];
loop {
let count = file.read(&mut buffer).await?;
if count == 0 {
break;
}
hasher.update(&buffer[..count]);
}
Ok(format!("{:x}", hasher.finalize()))
}
async fn download_impl<F>(
url: &str,
expected_sha: &str,
dest: &Path,
mut on_progress: F,
) -> Result<(), DownloadError>
where
F: FnMut(u64, u64) + Send + 'static,
{
let tmp = dest.with_extension("gguf.part");
let resume_from = tokio::fs::metadata(&tmp)
.await
.ok()
.map(|m| m.len())
.unwrap_or(0);
let client = reqwest::Client::builder()
.user_agent("kon/0.1.0")
.connect_timeout(std::time::Duration::from_secs(30))
.build()
.map_err(|e| DownloadError::Http(e.to_string()))?;
let mut request = client.get(url);
if resume_from > 0 {
request = request.header(reqwest::header::RANGE, format!("bytes={resume_from}-"));
}
let response = request
.send()
.await
.map_err(|e| DownloadError::Http(e.to_string()))?;
if resume_from > 0 && response.status() != reqwest::StatusCode::PARTIAL_CONTENT {
return Err(DownloadError::ResumeUnsupported);
}
if !response.status().is_success() && response.status() != reqwest::StatusCode::PARTIAL_CONTENT
{
return Err(DownloadError::Http(format!("status {}", response.status())));
}
let total = if resume_from > 0 {
response
.headers()
.get(reqwest::header::CONTENT_RANGE)
.and_then(|value| value.to_str().ok())
.and_then(|value| value.rsplit('/').next())
.and_then(|value| value.parse::<u64>().ok())
.unwrap_or_else(|| response.content_length().unwrap_or(0) + resume_from)
} else {
response.content_length().unwrap_or(0)
};
let mut hasher = Sha256::new();
if resume_from > 0 {
let mut partial = tokio::fs::File::open(&tmp).await?;
let mut buffer = [0u8; 8192];
loop {
let count = partial.read(&mut buffer).await?;
if count == 0 {
break;
}
hasher.update(&buffer[..count]);
}
}
let mut output = tokio::fs::OpenOptions::new()
.create(true)
.append(true)
.open(&tmp)
.await?;
let mut downloaded = resume_from;
let mut stream = response.bytes_stream();
while let Some(chunk) = stream.next().await {
let chunk = chunk.map_err(|e| DownloadError::Http(e.to_string()))?;
output.write_all(&chunk).await?;
hasher.update(&chunk);
downloaded += chunk.len() as u64;
on_progress(downloaded, total);
}
output.flush().await?;
drop(output);
let actual = format!("{:x}", hasher.finalize());
if actual != expected_sha {
tokio::fs::remove_file(&tmp).await.ok();
return Err(DownloadError::ShaMismatch {
expected: expected_sha.to_string(),
actual,
});
}
tokio::fs::rename(&tmp, dest).await?;
Ok(())
}
#[cfg(test)]
mod tests {
use super::*;
use std::sync::{Arc, Mutex};
use tempfile::tempdir;
use tokio::io::{AsyncReadExt, AsyncWriteExt};
use tokio::net::TcpListener;
#[test]
fn model_path_contains_model_dir_and_filename() {
let path = model_path(LlmModelId::Qwen3_1_7B_Q4);
assert!(path.to_string_lossy().ends_with("Qwen3-1.7B-Q4_K_M.gguf"));
assert!(path.starts_with(model_dir()));
}
#[test]
fn recommend_tier_prefers_mid_by_default() {
let tier = recommend_tier(16 * 1024_u64.pow(3), None);
assert_eq!(tier, LlmModelId::Qwen3_4BInstruct2507Q4);
}
#[tokio::test]
async fn download_impl_supports_resume_and_sha_verification() {
let fixture = b"hello resumed download".to_vec();
let expected_sha = format!("{:x}", Sha256::digest(&fixture));
let server = TcpListener::bind("127.0.0.1:0").await.unwrap();
let addr = server.local_addr().unwrap();
let content = fixture.clone();
let server_task = tokio::spawn(async move {
let (mut socket, _) = server.accept().await.unwrap();
let mut request = vec![0u8; 2048];
let size = socket.read(&mut request).await.unwrap();
let request = String::from_utf8_lossy(&request[..size]).to_lowercase();
let range_start = request
.lines()
.find_map(|line| line.strip_prefix("range: bytes="))
.and_then(|line| line.strip_suffix('-'))
.and_then(|line| line.trim().parse::<usize>().ok());
if let Some(start) = range_start {
let body = &content[start..];
let response = format!(
"HTTP/1.1 206 Partial Content\r\nContent-Length: {}\r\nContent-Range: bytes {}-{}/{}\r\nAccept-Ranges: bytes\r\n\r\n",
body.len(),
start,
content.len() - 1,
content.len()
);
socket.write_all(response.as_bytes()).await.unwrap();
socket.write_all(body).await.unwrap();
} else {
let response = format!(
"HTTP/1.1 200 OK\r\nContent-Length: {}\r\nAccept-Ranges: bytes\r\n\r\n",
content.len()
);
socket.write_all(response.as_bytes()).await.unwrap();
socket.write_all(&content).await.unwrap();
}
});
let dir = tempdir().unwrap();
let dest = dir.path().join("fixture.gguf");
let part = dest.with_extension("gguf.part");
tokio::fs::write(&part, &fixture[..10]).await.unwrap();
let progress = Arc::new(Mutex::new(Vec::new()));
let progress_clone = progress.clone();
download_impl(
&format!("http://{addr}/fixture.gguf"),
&expected_sha,
&dest,
move |done, total| progress_clone.lock().unwrap().push((done, total)),
)
.await
.unwrap();
let saved = tokio::fs::read(&dest).await.unwrap();
assert_eq!(saved, fixture);
assert!(!part.exists());
assert!(!progress.lock().unwrap().is_empty());
server_task.await.unwrap();
}
}