* Start updating to cudarc 0.14.
* Adapt a couple more things.
* And a couple more fixes.
* More tweaks.
* And a couple more fixes.
* Bump the major version number.
* Proper module system for the cuda kernels.
* Proper ptx loading.
* Launch the sort kernel.
* Custom op.
* Start using the builder pattern.
* More builder.
* More builder.
* Get candle-core to compile.
* Get the tests to pass.
* Get candle-nn to work too.
* Support for custom cuda functions.
* cudnn fixes.
* Get flash attn to run.
* Switch the crate versions to be alpha.
* Bump the ug dependency.
* added new language pairs to marian-mt
* lint
* seperated python code for converting tokenizers into its own file and and added a reqirements.txt for dependencies, updated instructions in readme and included python version
* Cleanup.
---------
Co-authored-by: Laurent <laurent.mazare@gmail.com>
* Update main.rs
* Update codegeex4_9b.rs
* Get things to compile.
* Add some default for when rope_ratio is missing.
---------
Co-authored-by: Laurent <laurent.mazare@gmail.com>
* Update the stable diffusion example with inpainting support for 1.5, 2 and XL.
* Apply cargo fmt.
* Clippy fixes.
---------
Co-authored-by: laurent <laurent.mazare@gmail.com>
* add xlm-roberta-base
* Add task enum for fill-mask and reranker in xlm-roberta example; update README and fix attention mask dimensions
- Introduced a new `Task` enum to replace string task identifiers in the xlm-roberta example.
- Updated the logic in `main.rs` to handle tasks using the new enum.
- Enhanced README with example output for fill-mask task.
- Fixed dimension retrieval in `prepare_4d_attention_mask` function for better clarity and safety.
* Clippy fix.
---------
Co-authored-by: laurent <laurent.mazare@gmail.com>
* Adds support for stella_en_v5 embedding model -400M variant
* Unified stella
* WIP: Unified Stella
* Combined stella for both 1.5B and 400M variants
* Cargo fmt for the CI
* removed redundant stella-400m model and example after merge into stella-en-v5
* cargo fmt --all
---------
Co-authored-by: Anubhab Bandyopadhyay <4890833+AnubhabB@users.noreply.github.com>
Co-authored-by: laurent <laurent.mazare@gmail.com>
At least on my macOS Sequoia system (MBP 14" 2021, M1 Pro), when I run
the `whisper-microphone` example after it has gathered 10 seconds of
audio, it fails before the transcription:
```
Error: Insufficient buffer size 384 for input channel 0, expected 1024
```
At least for the audio device I'm using (Airpods Pro Max), there is no
guarantee that each audio buffer is a multiple of 1024 samples. Thus at
the end of the 10 seconds, `buffered_pcm` can have some samples at the
end that do not form a complete 1024 sample chunk.
This fixes that by tracking when there is a partial chunk at the end of
the buffer, and leaving it in `buffered_pcm` to be processed on the next
loop iteration.
Note that, in the interest of keeping this PR as small as possible, I
didn't make any other changes to this example.
* Stable diffusion 3.5 support.
* Clippy fixes.
* CFG fix.
* Remove some unnecessary clones.
* Avoid duplicating some of the code.
* Release the mmdit model earlier to reduce memory usage.
* Stella_en_1.5B_v5
* Separated creation. This is a critical step for numerical accuracy and would be documented in the readme
* EmbedDim would require clone and copy
* WIP: example
* Examples added
* a litte more in README
* Add stable diffusion 3 example
Add get_qkv_linear to handle different dimensionality in linears
Add stable diffusion 3 example
Add use_quant_conv and use_post_quant_conv for vae in stable diffusion
adapt existing AutoEncoderKLConfig to the change
add forward_until_encoder_layer to ClipTextTransformer
rename sd3 config to sd3_medium in mmdit; minor clean-up
Enable flash-attn for mmdit impl when the feature is enabled.
Add sd3 example codebase
add document
crediting references
pass the cargo fmt test
pass the clippy test
* fix typos
* expose cfg_scale and time_shift as options
* Replace the sample image with JPG version. Change image output format accordingly.
* make meaningful error messages
* remove the tail-end assignment in sd3_vae_vb_rename
* remove the CUDA requirement
* use default_value in clap args
* add use_flash_attn to turn on/off flash-attn for MMDiT at runtime
* resolve clippy errors and warnings
* use default_value_t
* Pin the web-sys dependency.
* Clippy fix.
---------
Co-authored-by: Laurent <laurent.mazare@gmail.com>
