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llama : enforce the same K and V cache types for DeepSeek V4; enable FA if V cache is quantized (#25871)
* llama : enforce the same K and V cache types for DeepSeek V4; enable FA if V cache is quantized * llama : enforce the same K and V cache types for MLA models --------- Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
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@@ -3553,6 +3553,22 @@ llama_context * llama_init_from_model(
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}
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}
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if ((model->hparams.is_mla() || model->arch == LLM_ARCH_DEEPSEEK4) && params.type_k != params.type_v) {
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LLAMA_LOG_ERROR("%s: model does not support different K (%s) and V (%s) cache types\n", __func__, ggml_type_name(params.type_k), ggml_type_name(params.type_v));
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return nullptr;
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}
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if (ggml_is_quantized(params.type_v) && params.flash_attn_type != LLAMA_FLASH_ATTN_TYPE_ENABLED) {
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if (params.flash_attn_type == LLAMA_FLASH_ATTN_TYPE_AUTO) {
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LLAMA_LOG_INFO("%s: enabling flash_attn since it is required for quantized V cache\n", __func__);
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params.flash_attn_type = LLAMA_FLASH_ATTN_TYPE_ENABLED;
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}
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if (params.flash_attn_type == LLAMA_FLASH_ATTN_TYPE_DISABLED) {
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LLAMA_LOG_ERROR("%s: quantized V cache requires flash_attn to be enabled\n", __func__);
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return nullptr;
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}
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}
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if (params.flash_attn_type != LLAMA_FLASH_ATTN_TYPE_DISABLED && ggml_is_quantized(params.type_k)) {
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const uint32_t blck_size = ggml_blck_size(params.type_k);
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for (uint32_t il = 0; il < model->hparams.n_layer(); ++il) {
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@@ -3575,11 +3591,6 @@ llama_context * llama_init_from_model(
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}
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}
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if (ggml_is_quantized(params.type_v) && params.flash_attn_type == LLAMA_FLASH_ATTN_TYPE_DISABLED) {
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LLAMA_LOG_ERROR("%s: V cache quantization requires flash_attn\n", __func__);
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return nullptr;
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}
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if (params.pooling_type != LLAMA_POOLING_TYPE_UNSPECIFIED &&
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params.pooling_type != model->hparams.pooling_type) {
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//user-specified pooling-type is different from the model default
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