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2 changes: 1 addition & 1 deletion .release-please-manifest.json
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{
".": "0.0.4"
".": "0.0.5"
}
46 changes: 45 additions & 1 deletion CHANGELOG.md
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# Changelog

## [0.0.4](https://github.com/flashinfer-ai/flashinfer/compare/v0.0.3...v0.1.0) (2024-05-01)
## [0.0.5](https://github.com/flashinfer-ai/flashinfer/compare/v0.0.4...v0.0.5) (2024-06-20)

### Highlights

* Support any GQA group size support for tensor-cores kernels.
* Support any page size support for tensor-cores kernels.
* Support CUDA-Graph for prefill/decode APIs.
* Add an option to accelerate decode kernels with Tensor Cores.
* Support custom attention mask. (https://docs.flashinfer.ai/tutorials/kv_layout.html#mask-layout-2d-ragged-tensor)
* Support logits cap in Grok-1 models.
* Fused GPU-sampling kernels: top-p, top-k, speculative verification. (https://docs.flashinfer.ai/api/python/sampling.html)
* PyTorch wrapper of group-gemm cutlass kernels. (https://docs.flashinfer.ai/api/python/sampling.html)

### Acknowledgement

We thank [@ibsidorenko](https://github.com/ibsidorenko), [@LiuXiaoxuanPKU](https://github.com/LiuXiaoxuanPKU), [@Yard1](https://github.com/Yard1) [@AgrawalAmey](https://github.com/AgrawalAmey), [@xuzhenqi](https://github.com/xuzhenqi), [@mgerstgrasser](https://github.com/mgerstgrasser), [@esmeetu](https://github.com/esmeetu), [@yz-tang](https://github.com/yz-tang), [@HSQ79815](https://github.com/HSQ79815), [@Qubitium](https://github.com/Qubitium), [@shreygupta2809](https://github.com/shreygupta2809), [@sighingnow](https://github.com/sighingnow), [@vinx13](https://github.com/vinx13),
[@tqchen](https://github.com/tqchen), [@merrymercy](https://github.com/merrymercy), [@comaniac](https://github.com/comaniac) and many others for their contributions and helpful discussions for 0.0.5 release.

### Refactor

* support any GQA group size for tensor-cores kernels ([#301](https://github.com/flashinfer-ai/flashinfer/pull/301)) ([c111ca](https://github.com/flashinfer-ai/flashinfer/commit/c111ca630d57bc4c301fff2599253a5d782a95c8))
* support any page size for tensor-cores kernels ([#306](https://github.com/flashinfer-ai/flashinfer/pull/306)) ([82fd8c](https://github.com/flashinfer-ai/flashinfer/commit/82fd8c7ee2d569b1876d547f73c7ad4b085a771e))


### Features

* add `use_tensor_cores` option to decode kernels to accelerate GQA ([#317](https://github.com/flashinfer-ai/flashinfer/issues/317)) ([3b50dd5](https://github.com/flashinfer-ai/flashinfer/commit/3b50dd59b0e1f23905e583d5af069e43ff5e15a4))
* add group gemm operators ([#282](https://github.com/flashinfer-ai/flashinfer/issues/282)) ([e08ba42](https://github.com/flashinfer-ai/flashinfer/commit/e08ba4226f694d5469cce4233f1854c965f05197))
* initial support of distributed operators ([#289](https://github.com/flashinfer-ai/flashinfer/issues/289)) ([03553da](https://github.com/flashinfer-ai/flashinfer/commit/03553dac1dffff9a6867be0d5676d69d6eeae18c))
* initial support of logits hook ([#298](https://github.com/flashinfer-ai/flashinfer/issues/298)) ([ab1e2ad](https://github.com/flashinfer-ai/flashinfer/commit/ab1e2ad89f27319f5b4874c5e8b526c1cae43598))
* Separate Q and KV dtypes for decode ([#286](https://github.com/flashinfer-ai/flashinfer/issues/286)) ([5602659](https://github.com/flashinfer-ai/flashinfer/commit/5602659d8cd0616ec8214d056ea5c4078b21342b))
* support cuda graph for batched multi-query(prefill/append) attention ([#275](https://github.com/flashinfer-ai/flashinfer/issues/275)) ([83ceb67](https://github.com/flashinfer-ai/flashinfer/commit/83ceb67a5773b0447f5f0344411abfdbc53cf5f4))
* support cuda graph for batched multi-query(prefill/append) attention ([#277](https://github.com/flashinfer-ai/flashinfer/issues/277)) ([24cc583](https://github.com/flashinfer-ai/flashinfer/commit/24cc583cb6b1a205aa8aad53f56472305b73f5f4))
* support custom attention mask in prefill/append attention kernels ([#266](https://github.com/flashinfer-ai/flashinfer/issues/266)) ([7304282](https://github.com/flashinfer-ai/flashinfer/commit/7304282a8068942100f8e59adff533ce28f4d3e5))
* fused speculative sampilng kernels ([#259](https://github.com/flashinfer-ai/flashinfer/pull/259)) ([cea2bb](https://github.com/flashinfer-ai/flashinfer/commit/cea2bb9a836ba6d34d6667b8983ad79fa35cf933))
* expose sampling APIs in pytorch ([#238](https://github.com/flashinfer-ai/flashinfer/pull/238)) ([092902](https://github.com/flashinfer-ai/flashinfer/commit/0929023e5325a30357750eacec27b0d3a20d1254))


### Performance Improvements

* initial cuda graph support ([#256](https://github.com/flashinfer-ai/flashinfer/issues/256)) ([7e9cc7f](https://github.com/flashinfer-ai/flashinfer/commit/7e9cc7ff42ca283c317061a877305d09a395fad2))
* split kv-cache for prefill/append kernels ([#310](https://github.com/flashinfer-ai/flashinfer/issues/310)) ([f0bb0a3](https://github.com/flashinfer-ai/flashinfer/commit/f0bb0a3a723cbe1a138c604680e6b573d877f210))
* use packed bit array for attention mask ([#308](https://github.com/flashinfer-ai/flashinfer/issues/308)) ([3d43dc9](https://github.com/flashinfer-ai/flashinfer/commit/3d43dc9dc1a2ae804eaa7e40b4555e471fd03fe3))

## [0.0.4](https://github.com/flashinfer-ai/flashinfer/compare/v0.0.3...v0.0.4) (2024-05-01)


### Features
Expand Down
2 changes: 1 addition & 1 deletion version.txt
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0.0.4
0.0.5