mirror of
https://github.com/LostRuins/koboldcpp.git
synced 2026-09-10 23:09:24 +02:00
sd: sync to master-492-f957fa3 (#1957)
* sd: sync to master-492-f957fa3 * add Res Multistep and Res 2s samplers * make sdflashattention control flash_attn too
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@@ -69,6 +69,8 @@ const char* sampling_methods_str[] = {
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"LCM",
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"DDIM \"trailing\"",
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"TCD",
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"Res Multistep",
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"Res 2s",
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};
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/*================================================== Helper Functions ================================================*/
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@@ -583,7 +585,7 @@ public:
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}
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}
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if (is_chroma) {
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if (sd_ctx_params->diffusion_flash_attn && sd_ctx_params->chroma_use_dit_mask) {
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if ((sd_ctx_params->flash_attn || sd_ctx_params->diffusion_flash_attn) && sd_ctx_params->chroma_use_dit_mask) {
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LOG_WARN(
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"!!!It looks like you are using Chroma with flash attention. "
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"This is currently unsupported. "
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@@ -709,14 +711,6 @@ public:
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}
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}
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if (sd_ctx_params->diffusion_flash_attn) {
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LOG_INFO("Using flash attention in the diffusion model");
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diffusion_model->set_flash_attn_enabled(true);
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if (high_noise_diffusion_model) {
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high_noise_diffusion_model->set_flash_attn_enabled(true);
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}
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}
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cond_stage_model->alloc_params_buffer();
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cond_stage_model->get_param_tensors(tensors);
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@@ -867,6 +861,28 @@ public:
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pmid_model->get_param_tensors(tensors, "pmid");
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}
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if (sd_ctx_params->flash_attn) {
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LOG_INFO("Using flash attention");
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cond_stage_model->set_flash_attention_enabled(true);
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if (clip_vision) {
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clip_vision->set_flash_attention_enabled(true);
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}
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if (first_stage_model) {
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first_stage_model->set_flash_attention_enabled(true);
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}
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if (tae_first_stage) {
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tae_first_stage->set_flash_attention_enabled(true);
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}
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}
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if (sd_ctx_params->flash_attn || sd_ctx_params->diffusion_flash_attn) {
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LOG_INFO("Using flash attention in the diffusion model");
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diffusion_model->set_flash_attention_enabled(true);
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if (high_noise_diffusion_model) {
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high_noise_diffusion_model->set_flash_attention_enabled(true);
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}
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}
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diffusion_model->set_circular_axes(sd_ctx_params->circular_x, sd_ctx_params->circular_y);
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if (high_noise_diffusion_model) {
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high_noise_diffusion_model->set_circular_axes(sd_ctx_params->circular_x, sd_ctx_params->circular_y);
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@@ -2907,6 +2923,8 @@ const char* sample_method_to_str[] = {
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"lcm",
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"ddim_trailing",
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"tcd",
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"res_multistep",
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"res_2s",
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};
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const char* sd_sample_method_name(enum sample_method_t sample_method) {
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@@ -2936,6 +2954,7 @@ const char* scheduler_to_str[] = {
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"smoothstep",
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"kl_optimal",
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"lcm",
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"bong_tangent",
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};
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const char* sd_scheduler_name(enum scheduler_t scheduler) {
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@@ -3101,6 +3120,7 @@ char* sd_ctx_params_to_str(const sd_ctx_params_t* sd_ctx_params) {
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"keep_clip_on_cpu: %s\n"
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"keep_control_net_on_cpu: %s\n"
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"keep_vae_on_cpu: %s\n"
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"flash_attn: %s\n"
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"diffusion_flash_attn: %s\n"
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"circular_x: %s\n"
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"circular_y: %s\n"
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@@ -3132,6 +3152,7 @@ char* sd_ctx_params_to_str(const sd_ctx_params_t* sd_ctx_params) {
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BOOL_STR(sd_ctx_params->keep_clip_on_cpu),
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BOOL_STR(sd_ctx_params->keep_control_net_on_cpu),
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BOOL_STR(sd_ctx_params->keep_vae_on_cpu),
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BOOL_STR(sd_ctx_params->flash_attn),
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BOOL_STR(sd_ctx_params->diffusion_flash_attn),
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BOOL_STR(sd_ctx_params->circular_x),
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BOOL_STR(sd_ctx_params->circular_y),
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