Instructions to use replicate/flashinfer-draft with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use replicate/flashinfer-draft with Kernels:
# !pip install kernels from kernels import get_kernel kernel = get_kernel("replicate/flashinfer-draft") - Notebooks
- Google Colab
- Kaggle
| /* | |
| * Copyright (c) 2023 by FlashInfer team. | |
| * | |
| * Licensed under the Apache License, Version 2.0 (the "License"); | |
| * you may not use this file except in compliance with the License. | |
| * You may obtain a copy of the License at | |
| * | |
| * http://www.apache.org/licenses/LICENSE-2.0 | |
| * | |
| * Unless required by applicable law or agreed to in writing, software | |
| * distributed under the License is distributed on an "AS IS" BASIS, | |
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| * See the License for the specific language governing permissions and | |
| * limitations under the License. | |
| */ | |
| namespace flashinfer { | |
| // create a function that returns T* from base pointer and offset | |
| template <typename T> | |
| T* GetPtrFromBaseOffset(void* base_ptr, int64_t offset) { | |
| return reinterpret_cast<T*>(reinterpret_cast<char*>(base_ptr) + offset); | |
| } | |
| struct AlignedAllocator { | |
| void* base_ptr; | |
| void* cur_ptr; | |
| size_t remaining_space; | |
| AlignedAllocator(void* buf, size_t space) : base_ptr(buf), cur_ptr(buf), remaining_space(space) {} | |
| template <typename T> | |
| T* aligned_alloc(size_t size, size_t alignment, std::string name) { | |
| if (std::align(alignment, size, cur_ptr, remaining_space)) { | |
| T* result = reinterpret_cast<T*>(cur_ptr); | |
| cur_ptr = (char*)cur_ptr + size; | |
| remaining_space -= size; | |
| return result; | |
| } else { | |
| std::ostringstream oss; | |
| oss << "Buffer overflow when allocating memory for " << name << " with size " << size | |
| << " and alignment " << alignment << ", but only " << remaining_space | |
| << " bytes available in AlignedAllocator. Increase the workspace buffer size."; | |
| FLASHINFER_ERROR(oss.str()); | |
| } | |
| return nullptr; | |
| } | |
| size_t aligned_alloc_offset(size_t size, size_t alignment, std::string name) { | |
| return (char*)aligned_alloc<char>(size, alignment, name) - (char*)base_ptr; | |
| } | |
| size_t num_allocated_bytes() { return (char*)cur_ptr - (char*)base_ptr; } | |
| }; | |
| } // namespace flashinfer | |