unify cargo version and add some ci rules
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@@ -1,13 +1,3 @@
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use crate::models::minicpm4::config::MiniCPM4Config;
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use crate::models::minicpm4::model::MiniCPMModel;
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// use crate::models::GenerateStream;
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use crate::utils::utils::{
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build_completion_chunk_response, build_completion_response, find_type_files, get_device, get_dtype, get_logit_processor
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};
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use crate::{
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chat_template::chat_template::ChatTemplate, models::GenerateModel,
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tokenizer::tokenizer::TokenizerModel,
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};
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use anyhow::{Result, anyhow};
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use candle_core::{DType, Device, Tensor};
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use candle_nn::VarBuilder;
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@@ -17,6 +7,15 @@ use openai_dive::v1::resources::chat::{
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use rocket::async_stream::stream;
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use rocket::futures::Stream;
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use crate::models::minicpm4::config::MiniCPM4Config;
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use crate::models::minicpm4::model::MiniCPMModel;
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// use crate::models::GenerateStream;
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use crate::utils::{
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build_completion_chunk_response, build_completion_response, find_type_files, get_device,
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get_dtype, get_logit_processor,
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};
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use crate::{chat_template::ChatTemplate, models::GenerateModel, tokenizer::TokenizerModel};
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pub struct MiniCPMGenerateModel<'a> {
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chat_template: ChatTemplate<'a>,
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tokenizer: TokenizerModel,
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@@ -26,7 +25,7 @@ pub struct MiniCPMGenerateModel<'a> {
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im_end_id: u32,
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}
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impl <'a> MiniCPMGenerateModel<'a> {
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impl<'a> MiniCPMGenerateModel<'a> {
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pub fn init(path: &str, device: Option<&Device>, dtype: Option<DType>) -> Result<Self> {
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let chat_template = ChatTemplate::init(path)?;
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let tokenizer = TokenizerModel::init(path)?;
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@@ -37,7 +36,7 @@ impl <'a> MiniCPMGenerateModel<'a> {
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let dtype = get_dtype(dtype, cfg_dtype);
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let endoftext_id = cfg.eos_token_id[0];
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let im_end_id = cfg.eos_token_id[1];
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let model_list = find_type_files(&path, "safetensors")?;
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let model_list = find_type_files(path, "safetensors")?;
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let vb = unsafe { VarBuilder::from_mmaped_safetensors(&model_list, dtype, device)? };
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let minicpm = MiniCPMModel::new(vb, cfg)?;
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@@ -53,7 +52,6 @@ impl <'a> MiniCPMGenerateModel<'a> {
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}
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impl<'a> GenerateModel for MiniCPMGenerateModel<'a> {
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fn generate(&mut self, mes: ChatCompletionParameters) -> Result<ChatCompletionResponse> {
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let mut logit_processor = get_logit_processor(mes.temperature, mes.top_p);
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let mes_render = self.chat_template.apply_chat_template(&mes)?;
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@@ -61,10 +59,7 @@ impl<'a> GenerateModel for MiniCPMGenerateModel<'a> {
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let mut seq_len = input_ids.dim(1)?;
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let mut seqlen_offset = 0;
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let mut generate = Vec::new();
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let sample_len = match mes.max_tokens {
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Some(max) => max,
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None => 2048,
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};
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let sample_len = mes.max_tokens.unwrap_or(2048);
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for _ in 0..sample_len {
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let logits = self.minicpm.forward_with_cache(&input_ids, seqlen_offset)?;
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let logits = logits.squeeze(0)?.squeeze(0)?.to_dtype(DType::F32)?;
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@@ -91,10 +86,7 @@ impl<'a> GenerateModel for MiniCPMGenerateModel<'a> {
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let mut input_ids = self.tokenizer.text_encode(mes_render, &self.device)?;
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let mut seq_len = input_ids.dim(1)?;
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let mut seqlen_offset = 0;
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let sample_len = match mes.max_tokens {
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Some(max) => max,
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None => 512,
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};
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let sample_len = mes.max_tokens.unwrap_or(512);
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let stream = stream! {
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let mut error_tokens = Vec::new();
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for _ in 0..sample_len {
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@@ -105,7 +97,7 @@ impl<'a> GenerateModel for MiniCPMGenerateModel<'a> {
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let logits = logits.squeeze(0)?.squeeze(0)?.to_dtype(DType::F32)?;
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let next_token = logit_processor.sample(&logits)?;
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let mut decode_ids = Vec::new();
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if error_tokens.len() > 0 {
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if !error_tokens.is_empty(){
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decode_ids.extend_from_slice(&error_tokens);
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}
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decode_ids.push(next_token);
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