Implement Standalone gRPC Server for SGLang Python Scheduler (#10283)
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@@ -37,21 +37,6 @@ impl SglangSchedulerClient {
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Ok(Self { client })
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}
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/// Initialize the connection
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pub async fn initialize(
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&mut self,
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client_id: String,
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) -> Result<proto::InitializeResponse, Box<dyn std::error::Error>> {
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let request = Request::new(proto::InitializeRequest {
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client_id,
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client_version: "0.1.0".to_string(),
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mode: proto::initialize_request::Mode::Regular as i32,
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});
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let response = self.client.initialize(request).await?;
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Ok(response.into_inner())
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}
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/// Submit a generation request (returns streaming response)
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pub async fn generate_stream(
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&mut self,
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@@ -68,7 +53,10 @@ impl SglangSchedulerClient {
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) -> Result<proto::HealthCheckResponse, Box<dyn std::error::Error>> {
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debug!("Sending health check request");
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let request = Request::new(proto::HealthCheckRequest {
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include_detailed_metrics: false,
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tokenized: Some(proto::TokenizedInput {
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original_text: "Hello".to_string(),
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input_ids: vec![9906], // Mock token ID for "Hello"
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}),
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});
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let response = self.client.health_check(request).await?;
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@@ -87,21 +75,6 @@ impl SglangSchedulerClient {
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self.client.abort(request).await?;
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Ok(())
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}
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/// Flush cache
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pub async fn flush_cache(
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&mut self,
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flush_all: bool,
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session_ids: &[String],
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) -> Result<proto::FlushCacheResponse, Box<dyn std::error::Error>> {
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let request = Request::new(proto::FlushCacheRequest {
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flush_all,
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session_ids: session_ids.to_vec(),
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});
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let response = self.client.flush_cache(request).await?;
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Ok(response.into_inner())
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}
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}
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#[cfg(test)]
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@@ -111,14 +84,13 @@ mod tests {
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#[test]
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fn test_proto_types_compilation() {
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// Test that protobuf types can be constructed
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let init_req = proto::InitializeRequest {
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client_id: "test-client".to_string(),
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client_version: "0.1.0".to_string(),
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mode: 0,
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let health_req = proto::HealthCheckRequest {
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tokenized: Some(proto::TokenizedInput {
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original_text: "test".to_string(),
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input_ids: vec![1296],
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}),
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};
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assert_eq!(init_req.client_id, "test-client");
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assert_eq!(init_req.client_version, "0.1.0");
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assert_eq!(init_req.mode, 0);
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assert!(health_req.tokenized.is_some());
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}
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#[test]
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@@ -134,9 +106,10 @@ mod tests {
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let gen_req = proto::GenerateRequest {
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request_id: "test-req-123".to_string(),
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input: Some(proto::generate_request::Input::Text(
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"Hello world".to_string(),
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)),
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tokenized: Some(proto::TokenizedInput {
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original_text: "Hello world".to_string(),
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input_ids: vec![9906, 1917], // Mock token IDs for "Hello world"
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}),
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sampling_params: Some(sampling_params),
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return_logprob: true,
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logprob_start_len: 0,
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@@ -145,8 +118,8 @@ mod tests {
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};
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assert_eq!(gen_req.request_id, "test-req-123");
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if let Some(proto::generate_request::Input::Text(text)) = &gen_req.input {
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assert_eq!(text, "Hello world");
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if let Some(ref tokenized) = &gen_req.tokenized {
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assert_eq!(tokenized.original_text, "Hello world");
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}
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assert!(gen_req.return_logprob);
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assert_eq!(gen_req.top_logprobs_num, 5);
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@@ -160,9 +133,12 @@ mod tests {
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#[test]
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fn test_health_check_request() {
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let health_req = proto::HealthCheckRequest {
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include_detailed_metrics: true,
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tokenized: Some(proto::TokenizedInput {
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original_text: "test".to_string(),
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input_ids: vec![1296], // Mock token ID for "test"
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}),
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};
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assert!(health_req.include_detailed_metrics);
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assert!(health_req.tokenized.is_some());
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}
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#[test]
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@@ -175,17 +151,6 @@ mod tests {
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assert_eq!(abort_req.reason, "User canceled");
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}
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#[test]
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fn test_flush_cache_request() {
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let flush_req = proto::FlushCacheRequest {
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flush_all: true,
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session_ids: vec!["session1".to_string(), "session2".to_string()],
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};
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assert!(flush_req.flush_all);
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assert_eq!(flush_req.session_ids.len(), 2);
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assert_eq!(flush_req.session_ids[0], "session1");
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}
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#[test]
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fn test_sampling_params_defaults() {
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let params = proto::SamplingParams::default();
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@@ -214,38 +179,29 @@ mod tests {
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assert_eq!(mm_inputs.modalities[0], "image");
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}
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#[test]
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fn test_session_params() {
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let session_params = proto::SessionParams {
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session_id: "sess-789".to_string(),
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request_id: "req-101".to_string(),
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offset: 100,
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replace: true,
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drop_previous_output: false,
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};
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assert_eq!(session_params.session_id, "sess-789");
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assert_eq!(session_params.request_id, "req-101");
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assert_eq!(session_params.offset, 100);
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assert!(session_params.replace);
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assert!(!session_params.drop_previous_output);
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}
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// TODO: SessionParams not in current proto - skip test
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// #[test]
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// fn test_session_params() { ... }
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#[test]
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fn test_embed_request() {
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let embed_req = proto::EmbedRequest {
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request_id: "embed-req-202".to_string(),
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input: Some(proto::embed_request::Input::Text(
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"This is a test sentence for embedding".to_string(),
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)),
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tokenized: Some(proto::TokenizedInput {
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original_text: "This is a test sentence for embedding".to_string(),
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input_ids: vec![2028, 374, 264, 1296, 11914, 369, 28537], // Mock token IDs
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}),
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log_metrics: true,
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data_parallel_rank: 0,
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..Default::default()
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};
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assert_eq!(embed_req.request_id, "embed-req-202");
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if let Some(proto::embed_request::Input::Text(text)) = &embed_req.input {
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assert_eq!(text, "This is a test sentence for embedding");
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if let Some(ref tokenized) = &embed_req.tokenized {
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assert_eq!(
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tokenized.original_text,
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"This is a test sentence for embedding"
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);
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}
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assert!(embed_req.log_metrics);
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assert_eq!(embed_req.data_parallel_rank, 0);
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@@ -292,36 +248,7 @@ mod tests {
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assert_eq!(chunk.queue_time, 10);
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}
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#[test]
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fn test_model_info() {
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let model_info = proto::ModelInfo {
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model_name: "Meta-Llama-3-8B-Instruct".to_string(),
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max_context_length: 8192,
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vocab_size: 128256,
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supports_tool_calling: true,
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supports_vision: false,
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special_tokens: vec![
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"<|begin_of_text|>".to_string(),
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"<|end_of_text|>".to_string(),
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],
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model_type: "llama".to_string(),
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num_layers: 32,
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hidden_size: 4096,
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num_attention_heads: 32,
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num_key_value_heads: 8,
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tokenizer_type: "llama".to_string(),
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eos_token_ids: vec![128001, 128009],
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pad_token_id: 128001,
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bos_token_id: 128000,
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};
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assert_eq!(model_info.model_name, "Meta-Llama-3-8B-Instruct");
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assert_eq!(model_info.max_context_length, 8192);
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assert_eq!(model_info.vocab_size, 128256);
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assert!(model_info.supports_tool_calling);
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assert!(!model_info.supports_vision);
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assert_eq!(model_info.special_tokens.len(), 2);
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assert_eq!(model_info.num_layers, 32);
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assert_eq!(model_info.eos_token_ids, vec![128001, 128009]);
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}
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// TODO: ModelInfo not in current proto - skip test
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// #[test]
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// fn test_model_info() { ... }
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}
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