[PR #51] [MERGED] Cleanups of previous int8 PR and some other stuff. #106

New issue

Closed

opened 2026-10-26 22:20:27 +00:00 by bsakaguchi · 0 comments

bsakaguchi commented

2026-10-26 22:20:27 +00:00

Owner

📋 Pull Request Information

Original PR: https://github.com/Comfy-Org/comfy-kitchen/pull/51
Author: @comfyanonymous
Created: 6/25/2026
Status: ✅ Merged
Merged: 6/25/2026
Merged by: @comfyanonymous

Base: main ← Head: temp_pr

📝 Commits (1)

ed40ae9 Cleanups of previous int8 PR and some other stuff.

📊 Changes

29 files changed (+1076 additions, -969 deletions)

View changed files

📝 comfy_kitchen/__init__.py (+12 -68)
📝 comfy_kitchen/backends/cuda/CMakeLists.txt (+1 -0)
📝 comfy_kitchen/backends/cuda/__init__.py (+113 -61)
📝 comfy_kitchen/backends/cuda/dlpack_bindings.cpp (+125 -1)
📝 comfy_kitchen/backends/cuda/ops/cublas_gemm_int8.cu (+115 -72)
📝 comfy_kitchen/backends/cuda/ops/cublas_gemm_nvfp4.cu (+4 -6)
➕ comfy_kitchen/backends/cuda/ops/int8_linear.cu (+224 -0)
📝 comfy_kitchen/backends/eager/__init__.py (+15 -15)
📝 comfy_kitchen/backends/eager/adaln.py (+2 -2)
📝 comfy_kitchen/backends/eager/awq.py (+2 -2)
📝 comfy_kitchen/backends/eager/quantization.py (+51 -47)
📝 comfy_kitchen/backends/eager/rope.py (+2 -8)
📝 comfy_kitchen/backends/eager/svdquant.py (+2 -4)
📝 comfy_kitchen/backends/triton/__init__.py (+15 -14)
📝 comfy_kitchen/backends/triton/quantization.py (+87 -88)
📝 comfy_kitchen/tensor/__init__.py (+1 -1)
📝 comfy_kitchen/tensor/awq_w4a16.py (+8 -15)
📝 comfy_kitchen/tensor/fp8.py (+7 -13)
📝 comfy_kitchen/tensor/int8.py (+78 -117)
➕ comfy_kitchen/tensor/int8_utils.py (+74 -0)

...and 9 more files

📄 Description

No description provided

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/Comfy-Org/comfy-kitchen/pull/51 **Author:** [@comfyanonymous](https://github.com/comfyanonymous) **Created:** 6/25/2026 **Status:** ✅ Merged **Merged:** 6/25/2026 **Merged by:** [@comfyanonymous](https://github.com/comfyanonymous) **Base:** `main` ← **Head:** `temp_pr` --- ### 📝 Commits (1) - [`ed40ae9`](https://github.com/Comfy-Org/comfy-kitchen/commit/ed40ae972eadf559d7d03209777a60f1558525e9) Cleanups of previous int8 PR and some other stuff. ### 📊 Changes **29 files changed** (+1076 additions, -969 deletions) <details> <summary>View changed files</summary> 📝 `comfy_kitchen/__init__.py` (+12 -68) 📝 `comfy_kitchen/backends/cuda/CMakeLists.txt` (+1 -0) 📝 `comfy_kitchen/backends/cuda/__init__.py` (+113 -61) 📝 `comfy_kitchen/backends/cuda/dlpack_bindings.cpp` (+125 -1) 📝 `comfy_kitchen/backends/cuda/ops/cublas_gemm_int8.cu` (+115 -72) 📝 `comfy_kitchen/backends/cuda/ops/cublas_gemm_nvfp4.cu` (+4 -6) ➕ `comfy_kitchen/backends/cuda/ops/int8_linear.cu` (+224 -0) 📝 `comfy_kitchen/backends/eager/__init__.py` (+15 -15) 📝 `comfy_kitchen/backends/eager/adaln.py` (+2 -2) 📝 `comfy_kitchen/backends/eager/awq.py` (+2 -2) 📝 `comfy_kitchen/backends/eager/quantization.py` (+51 -47) 📝 `comfy_kitchen/backends/eager/rope.py` (+2 -8) 📝 `comfy_kitchen/backends/eager/svdquant.py` (+2 -4) 📝 `comfy_kitchen/backends/triton/__init__.py` (+15 -14) 📝 `comfy_kitchen/backends/triton/quantization.py` (+87 -88) 📝 `comfy_kitchen/tensor/__init__.py` (+1 -1) 📝 `comfy_kitchen/tensor/awq_w4a16.py` (+8 -15) 📝 `comfy_kitchen/tensor/fp8.py` (+7 -13) 📝 `comfy_kitchen/tensor/int8.py` (+78 -117) ➕ `comfy_kitchen/tensor/int8_utils.py` (+74 -0) _...and 9 more files_ </details> ### 📄 Description _No description provided_ --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

bsakaguchi

2026-10-26 22:20:27 +00:00

closed this issue
added the
pull-request
label

No labels

pull-request

No milestone

No project

No assignees

1 participant

Notifications

Due date

The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference

Comfy-Org/comfy-kitchen#106

No description provided.

Rows
Columns