feat: additional --preview-interval values - #1915
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@leejet, could you please explain? If I uderstood correctly, in d9b6e27/src/runtime/preview_interval.h:
So the logic is same, except the case when Got it, I forgot samplers with 2 denoising passes, like "auto denoised_opt = model(x, sigmas[i], -(i + 1));". |
danielhanchen
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* fix: preserve "token_refiner" token for MiniMax H3 LoRAs (leejet#1864) * fix: fail with a message when MiniMax-H3 is run in img_gen mode (leejet#1863) * feat: support INT8 ConvRot safetensors (leejet#1857) * fix: replace free_compute_buffer with runner_done in vae (leejet#1872) * sync: update ggml (leejet#1873) * fix(ci): trigger builds for ggml updates * feat: add taeh3 support (leejet#1874) * fix: prevent gallocr hash overflow in tiny graph-cut segments (leejet#1880) * fix: re-clamp streaming VRAM budget to currently free memory (leejet#1878) * fix: mark graph cuts with both a prefix and a suffix (leejet#1883) * fix: make max_order of lms sampler configurable (leejet#1885) * fix: guard against missing sampler/scheduler names (leejet#1887) * chore: format code * fix: use sd_get_preview_interval() (leejet#1907) * feat: configurable image / video compression (leejet#1909) * feat: support standard Qwen3-VL weights for MiniMax-H3 (leejet#1910) * feat: load scaled FP8 weights without upfront conversion (leejet#1913) * fix: match exact weights in LLM config detection (leejet#1923) * feat: add LTX-2.5 support (leejet#1893) Co-authored-by: leejet <leejet714@gmail.com> * fix: correct MiniMax H3 reference audio encoding (leejet#1886) * fix: correct MiniMax H3 audio Euler steps (leejet#1908) * feat: use backend-native FP8 matmul when supported (leejet#1916) * sync: update ggml * feat: additional `--preview-interval` values (leejet#1915) Co-authored-by: leejet <leejet714@gmail.com> * feat: support numbering for preview images (leejet#1895) * fix: use carrier sampling for MiniMax H3 audio (leejet#1924) * feat: generalize temporal tiling across video VAEs (leejet#1926) * feat: prefetch streamed layers during compute (leejet#1905) Co-authored-by: leejet <leejet714@gmail.com> * refactor: unify runner lifecycles and weight residency (leejet#1940) * feat: add verbose logging and log-level selection (leejet#1941) * feat: enable single-GPU auto-fit with tiered parameter placement (leejet#1942) * fix: reuse graph cut plans across CFG passes (leejet#1943) * refactor: split ggml extensions and move implementations to cpp files (leejet#1945) * fix: preserve K-quantized embedding weights (leejet#1936) * fix: correct SDXL embeddings loading (leejet#1939) * refactor: unify model source and weight lifecycle management (leejet#1956) * docs: reflect GGML_MAX_NAME value change in rpc docs (and in ggml_extend assert) (leejet#1950) * refactor: split generation pipeline out of stable-diffusion.cpp (leejet#1957) * fix: enable VAE decode tiling fallback without auto-fit (leejet#1932) * fix: preserve BF16 embedding weights for get_rows (leejet#1959) * fix: handle invalid option numbers (leejet#1961) * feat: expose the loaded model version name through the public API (leejet#1962) * feat: add SenseNova U1.5 support (leejet#1935) * fix: reuse graph plans when scale parameters change (leejet#1963) * feat: add linear and attention scale overrides (leejet#1964) * feat: preserve explicit backend assignments during auto-fit (leejet#1967) * fix: guard GPU memory capacity and propagate encoding failures (leejet#1958) * fix: bound plain-text runs in parse_prompt_attention regex (leejet#1919) * feat: add Wan2.2 S2V (audio+img-to-video) support (leejet#1925) Co-authored-by: leejet <leejet714@gmail.com> * fix: validate vision projector output dim against LLM hidden size (leejet#1918) * fix: resolve MSVC narrowing conversion warnings (leejet#1969) * feat: Add generation parameters into video metadata (leejet#1901) Co-authored-by: leejet <leejet714@gmail.com> * feat: support external Hugging Face tokenizer JSON files (leejet#1973) * refactor: require external Gemma 2 and GPT-OSS tokenizers (leejet#1974) * feat: support Brownian tree noise in all noise injection samplers (leejet#1899) * fix: use tokenizer-specific pre-tokenization rules (leejet#1975) * fix: remove vision_model. from ununsed tensors (leejet#1983) * perf: eliminate temporary allocations in Philox rounds (leejet#1982) * fix: honor flash attention flag in LLM text encoder attention (leejet#1987) * refactor: remove obsolete unused tensor filtering (leejet#1984) * perf: pad small attention heads to 64 for MMA Flash Attention (leejet#1992) * perf: update ggml for faster direct convolutions (leejet#1993) * perf: accelerate VAE direct 3D convolutions (leejet#1996) * fix: propagate CUDA driver dependency to shared library consumers * fix: prevent clip_preprocess center crop from exceeding the resized image (leejet#1995) * perf: reduce CPU overhead in graph execution and sampling (leejet#1997) * perf: parallelize host tensor elementwise and broadcast ops (leejet#1998) * feat: support building with upstream ggml (leejet#1999) * feat: add Qwen Image 2.1 support (leejet#1994) * feat: restore legacy fp8 handling when building with upstream ggml (leejet#2001) * fix: avoid passing ggml logs as format strings (leejet#2002) * feat: add LLaDA-Image support (leejet#1968) Co-authored-by: leejet <leejet714@gmail.com> * feat: add native CUDA SageAttention support (leejet#2005) * fix: avoid narrowing conversion in SigVQ patch embedding and format code * docs: update CONTRIBUTING.md --------- Co-authored-by: stduhpf <stephduh@live.fr> Co-authored-by: leejet <leejet714@gmail.com> Co-authored-by: LostRuins Concedo <39025047+LostRuins@users.noreply.github.com> Co-authored-by: fszontagh <51741446+fszontagh@users.noreply.github.com> Co-authored-by: Wagner Bruna <wbruna@users.noreply.github.com> Co-authored-by: vmobilis <75476228+vmobilis@users.noreply.github.com> Co-authored-by: Piotr Wilkin (ilintar) <ilintar@gmail.com> Co-authored-by: jk212h20 <101200018+jk212h20@users.noreply.github.com> Co-authored-by: assouan <750048+assouan@users.noreply.github.com> Co-authored-by: nan <zjn32202153@gmail.com> Co-authored-by: Hmission <62598659+Hmission@users.noreply.github.com> Co-authored-by: LED-M <105789115+xledx@users.noreply.github.com> Co-authored-by: Maphist0 <28743569+Maphist0@users.noreply.github.com> Co-authored-by: George <35490284+noctrex@users.noreply.github.com> Co-authored-by: Санька Четвёртый <CAHbKA-IV@mail.ru> Co-authored-by: Lin Xuhao <linxuhao84@gmail.com> Co-authored-by: Fabrice Aneche <akhenakh@users.noreply.github.com>
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Summary
Additional values for
--preview-intervaloption ofsd-cli:0should preview only the last step of base-resolution sampling.Can be used in
--hiresgenerations to save (in--preview-path) the base-resolution result together with the high-resolution final image, skipping simultaneous high-resolution sampling + decoding.With feat: support numbering for preview images #1895, can save all base-resolution results of batch generations.
less than 0should decode only the-Nth single image (to preview a sample and not to slow the generation down).Additional Information
For example,
--steps 20 --hires --preview-interval 20and--steps 20 --hires --preview-interval 0make identical "base + high" images, but with less memory.Peak memory usage (SD 1.5, 256×512 -> 448×896, CPU):
Also, I have enabled "last step" preview for "high noise" video pass, but I didn't test any video generations and not sure if this is much useful.
The
sd-servershould be unaffected because it doesn't set the preview interval and uses default "every step" value.Checklist