huggingface / optimum-quanto
File Age & Freshness

File age measurements show the distribution of file ages (days since the first commit) and the file freshness (days since the latest commit).

Summary
File Change History Overall
File Age Distribution Overall
Days since first update
  • There are 113 files with 8,601 lines of code in files.
    • 48 files that are 366+ days old (2,849 lines of code)
    • 65 files that are 181-365 days old (5,752 lines of code)
    • 0 files that are 91-180 days old (0 lines of code)
    • 0 files that are 31-90 days old (0 lines of code)
    • 0 files that are 1-30 days old (0 lines of code)
33% | 66% | 0% | 0% | 0%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by age
File Freshness Distribution Overall
Days since last update
  • There are 113 files with 8,601 lines of code in files.
    • 14 files have been last changed 366+ days ago (431 lines of code)
    • 87 files have been last changed 181-365 days ago (6,831 lines of code)
    • 11 files have been last changed 91-180 days ago (1,256 lines of code)
    • 1 files have been last changed 31-90 days ago (83 lines of code)
    • 0 files have been last changed 1-30 days ago (0 lines of code)
5% | 79% | 14% | <1% | 0%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by freshness
File Change History per File Extension
py, md, h, cpp, cu, yaml, cuh, txt, sh, mm, gitignore, toml
File Age Distribution per Extension
Days since first update
366+
181-365
91-180
31-90
1-30
py43% | 56% | 0% | 0% | 0%
cu21% | 78% | 0% | 0% | 0%
toml100% | 0% | 0% | 0% | 0%
cpp46% | 53% | 0% | 0% | 0%
cuh13% | 86% | 0% | 0% | 0%
h15% | 84% | 0% | 0% | 0%
mm0% | 100% | 0% | 0% | 0%
File Freshness Distribution per Extension
Days since last update
366+
181-365
91-180
31-90
1-30
py9% | 61% | 27% | 1% | 0%
cu0% | 100% | 0% | 0% | 0%
cuh0% | 100% | 0% | 0% | 0%
cpp0% | 100% | 0% | 0% | 0%
mm0% | 100% | 0% | 0% | 0%
h0% | 100% | 0% | 0% | 0%
toml0% | 0% | 100% | 0% | 0%
File Change History per Logical Decomposition
primary
primary (file age distribution)
Days since first update
366+
181-365
91-180
31-90
1-30
optimum26% | 73% | 0% | 0% | 0%
bench86% | 13% | 0% | 0% | 0%
ROOT100% | 0% | 0% | 0% | 0%
primary (file freshness distribution)
Days since last update
366+
181-365
91-180
31-90
1-30
optimum3% | 81% | 13% | 1% | 0%
bench20% | 63% | 15% | 0% | 0%
ROOT0% | 0% | 100% | 0% | 0%
Oldest Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
60 - 2023-09-28 2025-03-03 23 3 david@huggingface.co david@huggingface.co
evaluate_model.py
in bench/generation
 110 3 2024-02-23 2024-09-20 9 2 david@huggingface.co david@huggingface.co
gen_barchart.py
in bench/generation
 60 3 2024-02-23 2024-07-25 4 1 david@huggingface.co david@huggingface.co
evaluate_configurations.py
in bench/generation
 88 3 2024-03-20 2024-08-06 6 2 david@huggingface.co dmitry.v.rogozhkin@intel.com
latency.py
in bench/generation/metrics
 86 2 2024-03-20 2025-01-10 4 2 david@huggingface.co david@huggingface.co
perplexity.py
in bench/generation/metrics
 71 7 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
quanto.py
in bench/generation/setup
 55 3 2024-03-20 2025-01-10 6 1 david@huggingface.co david@huggingface.co
awq.py
in bench/generation/setup
 52 2 2024-03-20 2024-05-20 3 1 david@huggingface.co david@huggingface.co
bnb.py
in bench/generation/setup
 25 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
prediction.py
in bench/generation/metrics
 24 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
hqq.py
in bench/generation/setup
 19 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
__init__.py
in bench/generation/metrics
 1 - 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
__init__.py
in bench/generation/setup
 1 - 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
hqq_optimizer.py
in optimum/quanto/tensor/optimizers
 54 3 2024-04-05 2024-09-19 3 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/optimizers
 6 - 2024-04-05 2024-05-30 2 1 david@huggingface.co david@huggingface.co
qmodule.py
in optimum/quanto/nn
 217 14 2024-05-30 2025-02-14 14 5 david@huggingface.co dhruv.nair@gmail.com
calibrate.py
in optimum/quanto
 102 9 2024-05-30 2024-07-26 3 1 david@huggingface.co david@huggingface.co
quantize.py
in optimum/quanto
 91 7 2024-05-30 2024-09-13 9 4 david@huggingface.co raj.shrestha778@gmail.com
qtensor.py
in optimum/quanto/tensor
 49 8 2024-05-30 2024-10-08 7 2 david@huggingface.co 35197825+ishandeva@users.no...
qconv2d.py
in optimum/quanto/nn
 34 2 2024-05-30 2024-08-23 3 1 david@huggingface.co david@huggingface.co
qtype.py
in optimum/quanto/tensor
 32 4 2024-05-30 2024-08-15 3 2 david@huggingface.co root@idc708053.jf.intel.com
qlayernorm.py
in optimum/quanto/nn
 32 2 2024-05-30 2024-10-24 4 1 david@huggingface.co david@huggingface.co
affine_optimizer.py
in optimum/quanto/tensor/optimizers
 29 2 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
qlinear.py
in optimum/quanto/nn
 29 2 2024-05-30 2024-08-23 3 1 david@huggingface.co david@huggingface.co
qbytes.py
in optimum/quanto/tensor
 23 5 2024-05-30 2024-10-08 5 2 david@huggingface.co 35197825+ishandeva@users.no...
max_optimizer.py
in optimum/quanto/tensor/optimizers
 17 1 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
absmax_optimizer.py
in optimum/quanto/tensor/optimizers
 16 1 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
symmetric_optimizer.py
in optimum/quanto/tensor/optimizers
 16 2 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
core.py
in optimum/quanto/tensor
 12 2 2024-05-30 2024-05-30 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor
 9 - 2024-05-30 2024-09-19 4 1 david@huggingface.co david@huggingface.co
optimizer.py
in optimum/quanto/tensor/optimizers
 9 1 2024-05-30 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
__init__.py
in optimum/quanto
 7 - 2024-05-30 2025-03-03 8 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/library
 4 - 2024-05-30 2024-10-03 5 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/nn
 4 - 2024-05-30 2024-05-30 1 1 david@huggingface.co david@huggingface.co
quantize.py
in optimum/quanto/subpackage/commands
 101 3 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
base.py
in optimum/quanto/subpackage/commands
 14 - 2024-06-06 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
__init__.py
in optimum/quanto/subpackage
 1 - 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/subpackage/commands
 1 - 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
marlin_cuda_kernel.cu
in optimum/quanto/library/extensions/cuda/marlin
 776 - 2024-06-24 2024-09-05 3 2 chosanghoon1118@gmail.com david@huggingface.co
marlin_cuda.cpp
in optimum/quanto/library/extensions/cuda/marlin
 56 1 2024-06-24 2024-09-03 2 2 chosanghoon1118@gmail.com david@huggingface.co
marlin_cuda_kernel.cuh
in optimum/quanto/library/extensions/cuda/marlin
 34 - 2024-06-24 2024-09-03 2 2 chosanghoon1118@gmail.com david@huggingface.co
marlin_cuda.h
in optimum/quanto/library/extensions/cuda/marlin
 13 - 2024-06-24 2024-09-03 2 2 chosanghoon1118@gmail.com david@huggingface.co
benchmark.py
in bench/kernels
 86 3 2024-06-26 2024-08-06 3 2 david@huggingface.co dmitry.v.rogozhkin@intel.com
qbytes_mm.py
in optimum/quanto/library
 82 7 2024-06-26 2024-11-11 9 2 david@huggingface.co fanli.lin@intel.com
packed.py
in optimum/quanto/tensor/weights/marlin/int4
 113 13 2024-06-28 2024-06-28 1 1 chosanghoon1118@gmail.com chosanghoon1118@gmail.com
__init__.py
in optimum/quanto/tensor/weights/marlin
 3 - 2024-06-28 2024-09-20 3 3 chosanghoon1118@gmail.com david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/marlin/int4
 2 - 2024-06-28 2024-09-18 2 2 chosanghoon1118@gmail.com david@huggingface.co
benchmark_w4a16.py
in bench/kernels
 123 7 2024-06-29 2024-09-25 2 2 chosanghoon1118@gmail.com david@huggingface.co
__init__.py
in optimum/quanto/models
 12 2 2024-07-11 2024-07-26 4 2 david@huggingface.co david@huggingface.co
transformers_models.py
in optimum/quanto/models
 105 9 2024-07-17 2024-11-25 9 5 david@huggingface.co 109224573@qq.com
Files Not Recently Changed (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
__init__.py
in bench/generation/setup
 1 - 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
__init__.py
in bench/generation/metrics
 1 - 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
hqq.py
in bench/generation/setup
 19 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
prediction.py
in bench/generation/metrics
 24 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
bnb.py
in bench/generation/setup
 25 1 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
perplexity.py
in bench/generation/metrics
 71 7 2024-03-20 2024-04-12 2 1 david@huggingface.co david@huggingface.co
awq.py
in bench/generation/setup
 52 2 2024-03-20 2024-05-20 3 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/nn
 4 - 2024-05-30 2024-05-30 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/optimizers
 6 - 2024-04-05 2024-05-30 2 1 david@huggingface.co david@huggingface.co
core.py
in optimum/quanto/tensor
 12 2 2024-05-30 2024-05-30 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/subpackage/commands
 1 - 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/subpackage
 1 - 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
quantize.py
in optimum/quanto/subpackage/commands
 101 3 2024-06-06 2024-06-06 1 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor/weights/marlin/int4
 113 13 2024-06-28 2024-06-28 1 1 chosanghoon1118@gmail.com chosanghoon1118@gmail.com
unpack.h
in optimum/quanto/library/extensions/cpp
 2 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.h
in optimum/quanto/library/extensions/mps
 2 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
gemm_cuda.h
in optimum/quanto/library/extensions/cuda/awq/v2
 2 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.h
in optimum/quanto/library/extensions/cuda
 2 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
pybind_module.cpp
in optimum/quanto/library/extensions/cpp
 5 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
pybind_module.cpp
in optimum/quanto/library/extensions/mps
 5 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
gptq_marlin_repack.cuh
in optimum/quanto/library/extensions/cuda/marlin
 9 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gemv_cuda.h
in optimum/quanto/library/extensions/cuda/awq/v2
 11 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
fp8_marlin.cuh
in optimum/quanto/library/extensions/cuda/marlin
 14 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
unpack.cpp
in optimum/quanto/library/extensions/cpp
 29 3 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
semaphore.h
in optimum/quanto/library/extensions/cuda/awq/v2
 49 5 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
gptq_marlin.cuh
in optimum/quanto/library/extensions/cuda/marlin
 59 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gptq_marlin_dtypes.cuh
in optimum/quanto/library/extensions/cuda/marlin
 60 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
dequantize.cuh
in optimum/quanto/library/extensions/cuda/awq
 67 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.cu
in optimum/quanto/library/extensions/cuda
 77 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.mm
in optimum/quanto/library/extensions/mps
 90 5 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
benchmark_marlin_fp8.py
in bench/kernels
 121 3 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gptq_marlin_repack.cu
in optimum/quanto/library/extensions/cuda/marlin
 271 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gemm_cuda.cu
in optimum/quanto/library/extensions/cuda/awq/v2
 968 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
fp8_marlin.cu
in optimum/quanto/library/extensions/cuda/marlin
 1150 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
shared_dict.py
in optimum/quanto/models
 24 6 2024-07-24 2024-07-24 1 1 spsayakpaul@gmail.com spsayakpaul@gmail.com
gen_barchart.py
in bench/generation
 60 3 2024-02-23 2024-07-25 4 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/activations
 2 - 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
quantization.py
in optimum/quanto/tensor/activations
 8 1 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/models
 12 2 2024-07-11 2024-07-26 4 2 david@huggingface.co david@huggingface.co
function.py
in optimum/quanto/tensor
 22 2 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
calibrate.py
in optimum/quanto
 102 9 2024-05-30 2024-07-26 3 1 david@huggingface.co david@huggingface.co
qbytes_ops.py
in optimum/quanto/tensor/activations
 183 24 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
unpack.h
in optimum/quanto/library/extensions/xpu
 2 - 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
pybind_module.cpp
in optimum/quanto/library/extensions/xpu
 5 - 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
__init__.py
in optimum/quanto/library/extensions/xpu
 18 1 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
benchmark.py
in bench/kernels
 86 3 2024-06-26 2024-08-06 3 2 david@huggingface.co dmitry.v.rogozhkin@intel.com
evaluate_configurations.py
in bench/generation
 88 3 2024-03-20 2024-08-06 6 2 david@huggingface.co dmitry.v.rogozhkin@intel.com
unpack.h
in optimum/quanto/library/extensions/hip
 2 - 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
pybind_module.cpp
in optimum/quanto/library/extensions/hip
 5 - 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
__init__.py
in optimum/quanto/library/extensions/hip
 14 1 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
Most Recently Created Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
unpack.py
in optimum/quanto/library
 14 1 2024-10-03 2024-10-03 1 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor/weights/marlin/fp8
 141 14 2024-09-20 2024-09-30 2 1 david@huggingface.co david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights/marlin/fp8
 102 9 2024-09-20 2024-10-24 4 2 david@huggingface.co david@huggingface.co
permutations.py
in optimum/quanto/tensor/weights/marlin
 26 3 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
reordering.py
in optimum/quanto/tensor/weights
 12 2 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
packing.py
in optimum/quanto/tensor/weights
 10 1 2024-09-20 2024-10-24 2 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/marlin/fp8
 2 - 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor/weights/awq
 154 15 2024-09-19 2025-03-17 4 2 david@huggingface.co fanli.lin@intel.com
qbits.py
in optimum/quanto/tensor/weights/tinygemm
 119 10 2024-09-19 2025-03-03 3 1 david@huggingface.co david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights/awq
 108 10 2024-09-19 2025-03-17 3 2 david@huggingface.co fanli.lin@intel.com
packed.py
in optimum/quanto/tensor
 95 13 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor/weights/tinygemm
 83 10 2024-09-19 2025-04-28 3 2 david@huggingface.co jiqing.feng@intel.com
qbits.py
in optimum/quanto/tensor
 39 5 2024-09-19 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
grouped.py
in optimum/quanto/tensor
 33 3 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/tinygemm
 2 - 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/awq
 2 - 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights/marlin/int4
 111 10 2024-09-18 2024-09-18 1 1 david@huggingface.co david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights
 204 14 2024-08-14 2025-01-10 5 3 disty@disty.xyz david@huggingface.co
unpack.cu
in optimum/quanto/library/extensions/hip
 77 - 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
__init__.py
in optimum/quanto/library/extensions/hip
 14 1 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
pybind_module.cpp
in optimum/quanto/library/extensions/hip
 5 - 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
unpack.h
in optimum/quanto/library/extensions/hip
 2 - 2024-08-14 2024-08-14 1 1 disty@disty.xyz disty@disty.xyz
__init__.py
in optimum/quanto/library/extensions/xpu
 18 1 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
pybind_module.cpp
in optimum/quanto/library/extensions/xpu
 5 - 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
unpack.h
in optimum/quanto/library/extensions/xpu
 2 - 2024-08-06 2024-08-06 1 1 dmitry.v.rogozhkin@intel.com dmitry.v.rogozhkin@intel.com
qbytes_ops.py
in optimum/quanto/tensor/activations
 183 24 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
qbytes.py
in optimum/quanto/tensor/activations
 57 8 2024-07-26 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
function.py
in optimum/quanto/tensor
 22 2 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
quantization.py
in optimum/quanto/tensor/activations
 8 1 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights
 3 - 2024-07-26 2024-09-19 2 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/activations
 2 - 2024-07-26 2024-07-26 1 1 david@huggingface.co david@huggingface.co
diffusers_models.py
in optimum/quanto/models
 109 8 2024-07-24 2024-10-08 6 3 spsayakpaul@gmail.com 35197825+ishandeva@users.no...
quantize.py
in optimum/quanto/library
 50 2 2024-07-24 2024-10-03 3 1 david@huggingface.co david@huggingface.co
shared_dict.py
in optimum/quanto/models
 24 6 2024-07-24 2024-07-24 1 1 spsayakpaul@gmail.com spsayakpaul@gmail.com
fp8_marlin.cu
in optimum/quanto/library/extensions/cuda/marlin
 1150 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gemm_cuda.cu
in optimum/quanto/library/extensions/cuda/awq/v2
 968 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
gemv_cuda.cu
in optimum/quanto/library/extensions/cuda/awq/v2
 280 - 2024-07-23 2024-09-24 2 1 david@huggingface.co david@huggingface.co
gptq_marlin_repack.cu
in optimum/quanto/library/extensions/cuda/marlin
 271 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
qbytes.py
in optimum/quanto/tensor/weights
 226 15 2024-07-23 2025-01-10 10 5 9808326+fxmarty@users.norep... david@huggingface.co
__init__.py
in optimum/quanto/library/extensions/cuda
 152 6 2024-07-23 2024-10-24 9 2 9808326+fxmarty@users.norep... david@huggingface.co
benchmark_marlin_fp8.py
in bench/kernels
 121 3 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
unpack.mm
in optimum/quanto/library/extensions/mps
 90 5 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.cu
in optimum/quanto/library/extensions/cuda
 77 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
dequantize.cuh
in optimum/quanto/library/extensions/cuda/awq
 67 - 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
gptq_marlin_dtypes.cuh
in optimum/quanto/library/extensions/cuda/marlin
 60 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
gptq_marlin.cuh
in optimum/quanto/library/extensions/cuda/marlin
 59 - 2024-07-23 2024-07-23 1 1 9808326+fxmarty@users.norep... 9808326+fxmarty@users.norep...
extension.py
in optimum/quanto/library/extensions
 54 5 2024-07-23 2024-10-08 3 2 david@huggingface.co 35197825+ishandeva@users.no...
semaphore.h
in optimum/quanto/library/extensions/cuda/awq/v2
 49 5 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
unpack.cpp
in optimum/quanto/library/extensions/cpp
 29 3 2024-07-23 2024-07-23 1 1 david@huggingface.co david@huggingface.co
quantization.py
in optimum/quanto/tensor/weights
 29 1 2024-07-23 2024-09-26 4 2 9808326+fxmarty@users.norep... david@huggingface.co
Most Recently Changed Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
packed.py
in optimum/quanto/tensor/weights/tinygemm
 83 10 2024-09-19 2025-04-28 3 2 david@huggingface.co jiqing.feng@intel.com
packed.py
in optimum/quanto/tensor/weights/awq
 154 15 2024-09-19 2025-03-17 4 2 david@huggingface.co fanli.lin@intel.com
qbits.py
in optimum/quanto/tensor/weights/awq
 108 10 2024-09-19 2025-03-17 3 2 david@huggingface.co fanli.lin@intel.com
qbits.py
in optimum/quanto/tensor/weights/tinygemm
 119 10 2024-09-19 2025-03-03 3 1 david@huggingface.co david@huggingface.co
60 - 2023-09-28 2025-03-03 23 3 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto
 7 - 2024-05-30 2025-03-03 8 1 david@huggingface.co david@huggingface.co
qmodule.py
in optimum/quanto/nn
 217 14 2024-05-30 2025-02-14 14 5 david@huggingface.co dhruv.nair@gmail.com
qbytes.py
in optimum/quanto/tensor/weights
 226 15 2024-07-23 2025-01-10 10 5 9808326+fxmarty@users.norep... david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights
 204 14 2024-08-14 2025-01-10 5 3 disty@disty.xyz david@huggingface.co
latency.py
in bench/generation/metrics
 86 2 2024-03-20 2025-01-10 4 2 david@huggingface.co david@huggingface.co
quanto.py
in bench/generation/setup
 55 3 2024-03-20 2025-01-10 6 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/library/extensions
 20 1 2024-07-23 2025-01-06 5 3 david@huggingface.co david@huggingface.co
transformers_models.py
in optimum/quanto/models
 105 9 2024-07-17 2024-11-25 9 5 david@huggingface.co 109224573@qq.com
qbytes_mm.py
in optimum/quanto/library
 82 7 2024-06-26 2024-11-11 9 2 david@huggingface.co fanli.lin@intel.com
__init__.py
in optimum/quanto/library/extensions/cuda
 152 6 2024-07-23 2024-10-24 9 2 9808326+fxmarty@users.norep... david@huggingface.co
qbits.py
in optimum/quanto/tensor/weights/marlin/fp8
 102 9 2024-09-20 2024-10-24 4 2 david@huggingface.co david@huggingface.co
qlayernorm.py
in optimum/quanto/nn
 32 2 2024-05-30 2024-10-24 4 1 david@huggingface.co david@huggingface.co
packing.py
in optimum/quanto/tensor/weights
 10 1 2024-09-20 2024-10-24 2 1 david@huggingface.co david@huggingface.co
diffusers_models.py
in optimum/quanto/models
 109 8 2024-07-24 2024-10-08 6 3 spsayakpaul@gmail.com 35197825+ishandeva@users.no...
qbytes.py
in optimum/quanto/tensor/activations
 57 8 2024-07-26 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
extension.py
in optimum/quanto/library/extensions
 54 5 2024-07-23 2024-10-08 3 2 david@huggingface.co 35197825+ishandeva@users.no...
qtensor.py
in optimum/quanto/tensor
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qbits.py
in optimum/quanto/tensor
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affine_optimizer.py
in optimum/quanto/tensor/optimizers
 29 2 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
qbytes.py
in optimum/quanto/tensor
 23 5 2024-05-30 2024-10-08 5 2 david@huggingface.co 35197825+ishandeva@users.no...
max_optimizer.py
in optimum/quanto/tensor/optimizers
 17 1 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
absmax_optimizer.py
in optimum/quanto/tensor/optimizers
 16 1 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
symmetric_optimizer.py
in optimum/quanto/tensor/optimizers
 16 2 2024-05-30 2024-10-08 4 2 david@huggingface.co 35197825+ishandeva@users.no...
base.py
in optimum/quanto/subpackage/commands
 14 - 2024-06-06 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
optimizer.py
in optimum/quanto/tensor/optimizers
 9 1 2024-05-30 2024-10-08 2 2 david@huggingface.co 35197825+ishandeva@users.no...
__init__.py
in optimum/quanto/library/extensions/mps
 14 1 2024-07-23 2024-10-04 3 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/library/extensions/cpp
 14 1 2024-07-23 2024-10-04 3 1 david@huggingface.co david@huggingface.co
quantize.py
in optimum/quanto/library
 50 2 2024-07-24 2024-10-03 3 1 david@huggingface.co david@huggingface.co
unpack.py
in optimum/quanto/library
 14 1 2024-10-03 2024-10-03 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/library
 4 - 2024-05-30 2024-10-03 5 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor/weights/marlin/fp8
 141 14 2024-09-20 2024-09-30 2 1 david@huggingface.co david@huggingface.co
quantization.py
in optimum/quanto/tensor/weights
 29 1 2024-07-23 2024-09-26 4 2 9808326+fxmarty@users.norep... david@huggingface.co
benchmark_w4a16.py
in bench/kernels
 123 7 2024-06-29 2024-09-25 2 2 chosanghoon1118@gmail.com david@huggingface.co
gemv_cuda.cu
in optimum/quanto/library/extensions/cuda/awq/v2
 280 - 2024-07-23 2024-09-24 2 1 david@huggingface.co david@huggingface.co
evaluate_model.py
in bench/generation
 110 3 2024-02-23 2024-09-20 9 2 david@huggingface.co david@huggingface.co
permutations.py
in optimum/quanto/tensor/weights/marlin
 26 3 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
reordering.py
in optimum/quanto/tensor/weights
 12 2 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/marlin
 3 - 2024-06-28 2024-09-20 3 3 chosanghoon1118@gmail.com david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/marlin/fp8
 2 - 2024-09-20 2024-09-20 1 1 david@huggingface.co david@huggingface.co
packed.py
in optimum/quanto/tensor
 95 13 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
hqq_optimizer.py
in optimum/quanto/tensor/optimizers
 54 3 2024-04-05 2024-09-19 3 1 david@huggingface.co david@huggingface.co
grouped.py
in optimum/quanto/tensor
 33 3 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor
 9 - 2024-05-30 2024-09-19 4 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights
 3 - 2024-07-26 2024-09-19 2 1 david@huggingface.co david@huggingface.co
__init__.py
in optimum/quanto/tensor/weights/tinygemm
 2 - 2024-09-19 2024-09-19 1 1 david@huggingface.co david@huggingface.co