Remove deprecated Flash preview and legacy MTP
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@@ -301,10 +301,6 @@ impl DeepSeekExecutor {
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self.tokens = tokens;
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self.logits = logits;
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self.checkpoint_tag = checkpoint_tag;
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if let Some(mtp) = &mut self.legacy_mtp {
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mtp.draft_token = None;
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mtp.raw_rows = 0;
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}
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if let Some(dspark) = &mut self.dspark {
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dspark.capture_mask = 0;
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dspark.cache_start = 0;
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@@ -398,8 +398,6 @@ impl GlmExecutor {
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quality,
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ssd,
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EngineSpeculativeSettings {
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mtp_draft_tokens: 1,
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mtp_margin: 3.0,
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glm_mtp: false,
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glm_mtp_timing: false,
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dspark: false,
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@@ -3243,8 +3241,7 @@ mod tests {
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use crate::settings::EngineSsdSettings;
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fn installed_glm_path() -> std::path::PathBuf {
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crate::model::engine_artifacts(ModelChoice::Glm52, false, false, &crate::app::models_path())
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.model
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crate::model::engine_artifacts(ModelChoice::Glm52, false, &crate::app::models_path()).model
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}
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#[test]
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@@ -3433,8 +3430,6 @@ mod tests {
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preload_experts: 0,
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},
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EngineSpeculativeSettings {
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mtp_draft_tokens: 2,
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mtp_margin: 3.0,
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glm_mtp: enabled,
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glm_mtp_timing: false,
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dspark: false,
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@@ -288,9 +288,10 @@ mod tests {
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std::process::id(),
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std::thread::current().name().unwrap_or("test")
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));
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let mut profile = ExpertProfile::new(path.to_str(), ModelChoice::DeepSeekV4Flash, 1, 8, 2)
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.unwrap()
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.unwrap();
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let mut profile =
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ExpertProfile::new(path.to_str(), ModelChoice::DeepSeekV4Flash0731, 1, 8, 2)
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.unwrap()
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.unwrap();
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profile
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.record_row(0, 10, &[1, 2], &[0.6, 0.4], false)
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.unwrap();
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@@ -8,7 +8,6 @@ pub(crate) fn validate_model_artifact(
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if support {
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let model = Gguf::open(path)?;
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let shape = match expected {
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ModelChoice::DeepSeekV4Flash => FLASH,
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ModelChoice::DeepSeekV4Flash0731 => FLASH_0731,
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ModelChoice::DeepSeekV4Pro | ModelChoice::Glm52 => {
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return Err(format!("{expected} does not use an external support GGUF"));
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@@ -38,7 +37,6 @@ pub(crate) fn validate_model_artifact(
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#[derive(Clone, Copy, Debug, Eq, PartialEq)]
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pub(super) enum SupportKind {
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LegacyMtp,
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DSpark,
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}
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@@ -106,122 +104,17 @@ pub(super) fn dspark_config(model: &Gguf) -> Result<DsparkConfig, String> {
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}
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pub(super) fn validate_support(model: &Gguf, shape: &Shape) -> Result<SupportKind, String> {
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if model.tensors.contains_key("mtp.0.e_proj.weight")
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&& model.tensors.contains_key("mtp.0.h_proj.weight")
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&& model.tensors.contains_key("mtp.0.hc_head_base.weight")
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{
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validate_legacy_mtp(model, shape)?;
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Ok(SupportKind::LegacyMtp)
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} else if model.metadata.contains_key("deepseek4.dspark.block_size")
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if model.metadata.contains_key("deepseek4.dspark.block_size")
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|| model.metadata.contains_key("deepseek4.dspark_block_size")
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|| model.metadata.contains_key("dspark.block_size")
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{
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validate_dspark(model, shape)?;
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Ok(SupportKind::DSpark)
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} else {
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Err("support GGUF is neither legacy MTP nor DSpark".into())
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Err("support GGUF is not a DSpark artifact".into())
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}
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}
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fn validate_legacy_mtp(model: &Gguf, shape: &Shape) -> Result<(), String> {
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if shape.model != ModelChoice::DeepSeekV4Flash {
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return Err("legacy MTP support is available only for DeepSeek V4 Flash".into());
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}
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let prefix = "mtp.0";
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let hc_dim = shape.embd * shape.hc;
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let hc_mix = 2 * shape.hc + shape.hc * shape.hc;
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let q_dim = shape.heads * shape.head_dim;
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let output_low = shape.out_groups * shape.lora_o;
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for (suffix, types, dims) in [
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("hc_head_base.weight", &[F32][..], vec![shape.hc]),
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("hc_head_fn.weight", PLAIN, vec![hc_dim, shape.hc]),
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("hc_head_scale.weight", &[F32][..], vec![1]),
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("e_proj.weight", &[Q8_0][..], vec![shape.embd, shape.embd]),
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("h_proj.weight", &[Q8_0][..], vec![shape.embd, shape.embd]),
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("enorm.weight", &[F32][..], vec![shape.embd]),
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("hnorm.weight", &[F32][..], vec![shape.embd]),
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("norm.weight", &[F32][..], vec![shape.embd]),
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("hc_attn_fn.weight", PLAIN, vec![hc_dim, hc_mix]),
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("hc_attn_scale.weight", &[F32][..], vec![3]),
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("hc_attn_base.weight", &[F32][..], vec![hc_mix]),
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("attn_norm.weight", &[F32][..], vec![shape.embd]),
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(
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"attn_q_a.weight",
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&[Q8_0][..],
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vec![shape.embd, shape.lora_q],
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),
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("attn_q_a_norm.weight", &[F32][..], vec![shape.lora_q]),
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("attn_q_b.weight", &[Q8_0][..], vec![shape.lora_q, q_dim]),
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(
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"attn_kv.weight",
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&[Q8_0][..],
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vec![shape.embd, shape.head_dim],
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),
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("attn_kv_a_norm.weight", &[F32][..], vec![shape.head_dim]),
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("attn_sinks.weight", &[F32][..], vec![shape.heads]),
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(
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"attn_output_a.weight",
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&[Q8_0][..],
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vec![
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shape.head_dim * (shape.heads / shape.out_groups),
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output_low,
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],
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),
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(
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"attn_output_b.weight",
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&[Q8_0][..],
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vec![output_low, shape.embd],
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),
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("hc_ffn_fn.weight", PLAIN, vec![hc_dim, hc_mix]),
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("hc_ffn_scale.weight", &[F32][..], vec![3]),
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("hc_ffn_base.weight", &[F32][..], vec![hc_mix]),
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("ffn_norm.weight", &[F32][..], vec![shape.embd]),
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(
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"ffn_gate_inp.weight",
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PLAIN,
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vec![shape.embd, shape.experts],
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),
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("exp_probs_b.bias", &[F32][..], vec![shape.experts]),
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(
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"ffn_gate_exps.weight",
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ROUTED,
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vec![shape.embd, shape.ff_expert, shape.experts],
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),
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(
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"ffn_up_exps.weight",
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ROUTED,
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vec![shape.embd, shape.ff_expert, shape.experts],
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),
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(
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"ffn_down_exps.weight",
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ROUTED,
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vec![shape.ff_expert, shape.embd, shape.experts],
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),
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(
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"ffn_gate_shexp.weight",
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&[Q8_0][..],
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vec![shape.embd, shape.ff_expert],
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),
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(
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"ffn_up_shexp.weight",
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&[Q8_0][..],
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vec![shape.embd, shape.ff_expert],
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),
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(
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"ffn_down_shexp.weight",
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&[Q8_0][..],
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vec![shape.ff_expert, shape.embd],
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),
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] {
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expect(model, &format!("{prefix}.{suffix}"), types, &dims)?;
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}
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same_type(
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model,
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"mtp.0.ffn_gate_exps.weight",
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"mtp.0.ffn_up_exps.weight",
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)
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}
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pub(super) fn validate_main(model: &Gguf, expected: ModelChoice) -> Result<Shape, String> {
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let family = if model.bytes("general.architecture").ok() == Some(b"glm-dsa") {
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ModelFamily::Glm
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@@ -232,7 +125,7 @@ pub(super) fn validate_main(model: &Gguf, expected: ModelChoice) -> Result<Shape
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ModelFamily::Glm => GLM,
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ModelFamily::DeepSeek => match (model.u32("deepseek4.block_count")?, expected) {
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(43, ModelChoice::DeepSeekV4Flash0731) => FLASH_0731,
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(43, _) => FLASH,
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(43, _) => FLASH_0731,
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(61, _) => PRO,
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(layers, _) => return Err(format!("unsupported DeepSeek layer count: {layers}")),
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},
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@@ -766,10 +659,7 @@ fn validate_glm_tensors(model: &Gguf, shape: &Shape) -> Result<(), String> {
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}
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pub(super) fn validate_dspark(model: &Gguf, shape: &Shape) -> Result<(), String> {
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if !matches!(
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shape.model,
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ModelChoice::DeepSeekV4Flash | ModelChoice::DeepSeekV4Flash0731
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) {
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if !matches!(shape.model, ModelChoice::DeepSeekV4Flash0731) {
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return Err("DSpark support is available only for DeepSeek V4 Flash".into());
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}
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let DsparkConfig {
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@@ -1004,18 +894,14 @@ fn float_eq(actual: f32, expected: f32) -> bool {
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fn compression_ratio(shape: &Shape, layer: u32) -> u32 {
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match shape.model {
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ModelChoice::DeepSeekV4Flash | ModelChoice::DeepSeekV4Flash0731 if layer < 2 => 0,
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ModelChoice::DeepSeekV4Flash0731 if layer < 2 => 0,
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ModelChoice::DeepSeekV4Pro if layer < 2 => 128,
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ModelChoice::DeepSeekV4Flash
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| ModelChoice::DeepSeekV4Flash0731
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| ModelChoice::DeepSeekV4Pro
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ModelChoice::DeepSeekV4Flash0731 | ModelChoice::DeepSeekV4Pro
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if layer.is_multiple_of(2) =>
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{
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4
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}
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ModelChoice::DeepSeekV4Flash
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| ModelChoice::DeepSeekV4Flash0731
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| ModelChoice::DeepSeekV4Pro => 128,
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ModelChoice::DeepSeekV4Flash0731 | ModelChoice::DeepSeekV4Pro => 128,
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ModelChoice::Glm52 => 0,
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}
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}
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@@ -1054,8 +940,7 @@ mod tests {
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#[test]
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fn installed_ds4_fixture_opens_and_renders_a_prompt() {
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let path = crate::model::engine_artifacts(
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ModelChoice::DeepSeekV4Flash,
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false,
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ModelChoice::DeepSeekV4Flash0731,
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false,
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&crate::app::models_path(),
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)
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@@ -1063,9 +948,9 @@ mod tests {
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if !path.exists() {
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return;
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}
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let model = Model::open_main(&path, ModelChoice::DeepSeekV4Flash).unwrap();
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let model = Model::open_main(&path, ModelChoice::DeepSeekV4Flash0731).unwrap();
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let summary = model.summary();
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assert_eq!(summary.model, ModelChoice::DeepSeekV4Flash);
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assert_eq!(summary.model, ModelChoice::DeepSeekV4Flash0731);
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assert_eq!(summary.vocabulary_size, 129_280);
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assert_eq!(
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model.tokenize("Hello, world! 1234\nint café = 7;\n中文テスト"),
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@@ -1262,33 +1147,14 @@ mod tests {
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#[test]
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fn installed_dspark_fixture_passes_the_target_layout() {
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let path = crate::model::engine_artifacts(
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ModelChoice::DeepSeekV4Flash,
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false,
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ModelChoice::DeepSeekV4Flash0731,
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true,
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&crate::app::models_path(),
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)
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.mtp
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.support
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.unwrap();
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if path.exists() {
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validate_model_artifact(&path, ModelChoice::DeepSeekV4Flash, true).unwrap();
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}
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}
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#[test]
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fn installed_legacy_mtp_fixture_passes_the_target_layout() {
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let path = crate::model::engine_artifacts(
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ModelChoice::DeepSeekV4Flash,
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true,
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false,
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&crate::app::models_path(),
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)
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.mtp
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.unwrap();
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if path.exists() {
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assert_eq!(
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validate_support(&Gguf::open(&path).unwrap(), &FLASH).unwrap(),
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SupportKind::LegacyMtp
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);
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validate_model_artifact(&path, ModelChoice::DeepSeekV4Flash0731, true).unwrap();
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}
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}
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}
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