path	# lines of code	# active days	days since first update	days since last update	# commits	# contributors	first updated	last updated	first contributor	last contributor
pyproject.toml	60	23	642	120	27	3	2023-09-28	2025-03-03	david@huggingface.co	david@huggingface.co
optimum/quanto/models/__init__.py	12	4	355	340	5	2	2024-07-11	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/models/transformers_models.py	105	9	349	218	11	5	2024-07-17	2024-11-25	david@huggingface.co	109224573@qq.com
optimum/quanto/models/shared_dict.py	24	1	342	342	1	1	2024-07-24	2024-07-24	spsayakpaul@gmail.com	spsayakpaul@gmail.com
optimum/quanto/models/diffusers_models.py	109	6	342	266	11	3	2024-07-24	2024-10-08	spsayakpaul@gmail.com	35197825+ishandeva@users.noreply.github.com
optimum/quanto/__init__.py	7	8	397	120	9	1	2024-05-30	2025-03-03	david@huggingface.co	david@huggingface.co
optimum/quanto/quantize.py	91	9	397	291	9	4	2024-05-30	2024-09-13	david@huggingface.co	raj.shrestha778@gmail.com
optimum/quanto/calibrate.py	102	3	397	340	4	1	2024-05-30	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/subpackage/__init__.py	1	1	390	390	1	1	2024-06-06	2024-06-06	david@huggingface.co	david@huggingface.co
optimum/quanto/subpackage/commands/base.py	14	2	390	266	2	2	2024-06-06	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/subpackage/commands/__init__.py	1	1	390	390	1	1	2024-06-06	2024-06-06	david@huggingface.co	david@huggingface.co
optimum/quanto/subpackage/commands/quantize.py	101	1	390	390	1	1	2024-06-06	2024-06-06	david@huggingface.co	david@huggingface.co
optimum/quanto/library/unpack.py	14	1	271	271	1	1	2024-10-03	2024-10-03	david@huggingface.co	david@huggingface.co
optimum/quanto/library/__init__.py	4	5	397	271	5	1	2024-05-30	2024-10-03	david@huggingface.co	david@huggingface.co
optimum/quanto/library/quantize.py	50	3	342	271	4	1	2024-07-24	2024-10-03	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/__init__.py	152	9	343	250	10	2	2024-07-23	2024-10-24	9808326+fxmarty@users.noreply.github.com	david@huggingface.co
optimum/quanto/library/extensions/cuda/marlin/gptq_marlin_repack.cuh	9	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/marlin_cuda_kernel.cu	776	3	372	299	3	2	2024-06-24	2024-09-05	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/library/extensions/cuda/marlin/fp8_marlin.cuh	14	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/gptq_marlin_dtypes.cuh	60	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/gptq_marlin_repack.cu	271	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/marlin_cuda.cpp	56	2	372	301	2	2	2024-06-24	2024-09-03	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/library/extensions/cuda/marlin/fp8_marlin.cu	1150	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/marlin_cuda.h	13	2	372	301	2	2	2024-06-24	2024-09-03	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/library/extensions/cuda/marlin/gptq_marlin.cuh	59	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
optimum/quanto/library/extensions/cuda/marlin/marlin_cuda_kernel.cuh	34	2	372	301	2	2	2024-06-24	2024-09-03	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/library/extensions/cuda/unpack.cu	77	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/unpack.h	2	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/v2/gemm_cuda.h	2	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/v2/gemv_cuda.cu	280	2	343	280	2	1	2024-07-23	2024-09-24	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/v2/gemv_cuda.h	11	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/v2/gemm_cuda.cu	968	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/v2/semaphore.h	49	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/awq/dequantize.cuh	67	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cuda/pybind_module.cpp	15	2	343	301	3	2	2024-07-23	2024-09-03	9808326+fxmarty@users.noreply.github.com	david@huggingface.co
optimum/quanto/library/extensions/__init__.py	20	5	343	176	5	3	2024-07-23	2025-01-06	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/hip/__init__.py	14	1	321	321	1	1	2024-08-14	2024-08-14	disty@disty.xyz	disty@disty.xyz
optimum/quanto/library/extensions/hip/unpack.cu	77	1	321	321	1	1	2024-08-14	2024-08-14	disty@disty.xyz	disty@disty.xyz
optimum/quanto/library/extensions/hip/unpack.h	2	1	321	321	1	1	2024-08-14	2024-08-14	disty@disty.xyz	disty@disty.xyz
optimum/quanto/library/extensions/hip/pybind_module.cpp	5	1	321	321	1	1	2024-08-14	2024-08-14	disty@disty.xyz	disty@disty.xyz
optimum/quanto/library/extensions/xpu/__init__.py	18	1	329	329	1	1	2024-08-06	2024-08-06	dmitry.v.rogozhkin@intel.com	dmitry.v.rogozhkin@intel.com
optimum/quanto/library/extensions/xpu/unpack.h	2	1	329	329	1	1	2024-08-06	2024-08-06	dmitry.v.rogozhkin@intel.com	dmitry.v.rogozhkin@intel.com
optimum/quanto/library/extensions/xpu/pybind_module.cpp	5	1	329	329	1	1	2024-08-06	2024-08-06	dmitry.v.rogozhkin@intel.com	dmitry.v.rogozhkin@intel.com
optimum/quanto/library/extensions/extension.py	54	3	343	266	3	2	2024-07-23	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/library/extensions/mps/__init__.py	14	3	343	270	3	1	2024-07-23	2024-10-04	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/mps/unpack.h	2	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/mps/pybind_module.cpp	5	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/mps/unpack.mm	90	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cpp/__init__.py	14	3	343	270	3	1	2024-07-23	2024-10-04	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cpp/unpack.cpp	29	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cpp/unpack.h	2	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/extensions/cpp/pybind_module.cpp	5	1	343	343	1	1	2024-07-23	2024-07-23	david@huggingface.co	david@huggingface.co
optimum/quanto/library/qbytes_mm.py	82	9	370	232	10	2	2024-06-26	2024-11-11	david@huggingface.co	fanli.lin@intel.com
optimum/quanto/tensor/activations/__init__.py	2	1	340	340	1	1	2024-07-26	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/activations/qbytes.py	57	2	340	266	3	2	2024-07-26	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/activations/qbytes_ops.py	183	1	340	340	1	1	2024-07-26	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/activations/quantization.py	8	1	340	340	1	1	2024-07-26	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/grouped.py	33	1	285	285	1	1	2024-09-19	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/qtensor.py	49	7	397	266	7	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/__init__.py	9	4	397	285	4	1	2024-05-30	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/qbytes.py	23	5	397	266	6	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/qbits.py	39	2	285	266	2	2	2024-09-19	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/qtype.py	32	3	397	320	4	2	2024-05-30	2024-08-15	david@huggingface.co	root@idc708053.jf.intel.com
optimum/quanto/tensor/function.py	22	1	340	340	2	1	2024-07-26	2024-07-26	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/packed.py	95	1	285	285	1	1	2024-09-19	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/optimizers/__init__.py	6	2	452	397	2	1	2024-04-05	2024-05-30	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/optimizers/optimizer.py	9	2	397	266	2	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/optimizers/max_optimizer.py	17	4	397	266	4	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/optimizers/hqq_optimizer.py	54	3	452	285	3	1	2024-04-05	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/optimizers/affine_optimizer.py	29	4	397	266	5	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/optimizers/absmax_optimizer.py	16	4	397	266	4	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/optimizers/symmetric_optimizer.py	16	4	397	266	4	2	2024-05-30	2024-10-08	david@huggingface.co	35197825+ishandeva@users.noreply.github.com
optimum/quanto/tensor/core.py	12	1	397	397	1	1	2024-05-30	2024-05-30	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/__init__.py	3	2	340	285	2	1	2024-07-26	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/qbytes.py	226	10	343	172	12	5	2024-07-23	2025-01-10	9808326+fxmarty@users.noreply.github.com	david@huggingface.co
optimum/quanto/tensor/weights/packing.py	10	2	284	250	2	1	2024-09-20	2024-10-24	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/marlin/__init__.py	3	3	368	284	4	3	2024-06-28	2024-09-20	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/tensor/weights/marlin/fp8/__init__.py	2	1	284	284	2	1	2024-09-20	2024-09-20	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/marlin/fp8/qbits.py	102	4	284	250	4	2	2024-09-20	2024-10-24	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/marlin/fp8/packed.py	141	2	284	274	3	1	2024-09-20	2024-09-30	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/marlin/int4/__init__.py	2	2	368	286	2	2	2024-06-28	2024-09-18	chosanghoon1118@gmail.com	david@huggingface.co
optimum/quanto/tensor/weights/marlin/int4/qbits.py	111	1	286	286	1	1	2024-09-18	2024-09-18	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/marlin/int4/packed.py	113	1	368	368	1	1	2024-06-28	2024-06-28	chosanghoon1118@gmail.com	chosanghoon1118@gmail.com
optimum/quanto/tensor/weights/marlin/permutations.py	26	1	284	284	1	1	2024-09-20	2024-09-20	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/qbits.py	204	5	321	172	5	3	2024-08-14	2025-01-10	disty@disty.xyz	david@huggingface.co
optimum/quanto/tensor/weights/quantization.py	29	4	343	278	5	2	2024-07-23	2024-09-26	9808326+fxmarty@users.noreply.github.com	david@huggingface.co
optimum/quanto/tensor/weights/tinygemm/__init__.py	2	1	285	285	1	1	2024-09-19	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/tinygemm/qbits.py	119	3	285	120	3	1	2024-09-19	2025-03-03	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/tinygemm/packed.py	83	3	285	64	4	2	2024-09-19	2025-04-28	david@huggingface.co	jiqing.feng@intel.com
optimum/quanto/tensor/weights/awq/__init__.py	2	1	285	285	1	1	2024-09-19	2024-09-19	david@huggingface.co	david@huggingface.co
optimum/quanto/tensor/weights/awq/qbits.py	108	3	285	106	3	2	2024-09-19	2025-03-17	david@huggingface.co	fanli.lin@intel.com
optimum/quanto/tensor/weights/awq/packed.py	154	4	285	106	4	2	2024-09-19	2025-03-17	david@huggingface.co	fanli.lin@intel.com
optimum/quanto/tensor/weights/reordering.py	12	1	284	284	1	1	2024-09-20	2024-09-20	david@huggingface.co	david@huggingface.co
optimum/quanto/nn/qlayernorm.py	32	4	397	250	4	1	2024-05-30	2024-10-24	david@huggingface.co	david@huggingface.co
optimum/quanto/nn/qmodule.py	217	14	397	137	21	5	2024-05-30	2025-02-14	david@huggingface.co	dhruv.nair@gmail.com
optimum/quanto/nn/__init__.py	4	1	397	397	1	1	2024-05-30	2024-05-30	david@huggingface.co	david@huggingface.co
optimum/quanto/nn/qconv2d.py	34	3	397	312	4	1	2024-05-30	2024-08-23	david@huggingface.co	david@huggingface.co
optimum/quanto/nn/qlinear.py	29	3	397	312	4	1	2024-05-30	2024-08-23	david@huggingface.co	david@huggingface.co
bench/generation/metrics/__init__.py	1	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/metrics/latency.py	86	4	468	172	5	2	2024-03-20	2025-01-10	david@huggingface.co	david@huggingface.co
bench/generation/metrics/perplexity.py	71	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/metrics/prediction.py	24	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/gen_barchart.py	60	4	494	341	4	1	2024-02-23	2024-07-25	david@huggingface.co	david@huggingface.co
bench/generation/setup/__init__.py	1	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/setup/bnb.py	25	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/setup/awq.py	52	3	468	407	3	1	2024-03-20	2024-05-20	david@huggingface.co	david@huggingface.co
bench/generation/setup/hqq.py	19	2	468	445	2	1	2024-03-20	2024-04-12	david@huggingface.co	david@huggingface.co
bench/generation/setup/quanto.py	55	6	468	172	6	1	2024-03-20	2025-01-10	david@huggingface.co	david@huggingface.co
bench/generation/evaluate_configurations.py	88	6	468	329	6	2	2024-03-20	2024-08-06	david@huggingface.co	dmitry.v.rogozhkin@intel.com
bench/generation/evaluate_model.py	110	9	494	284	11	2	2024-02-23	2024-09-20	david@huggingface.co	david@huggingface.co
bench/kernels/benchmark.py	86	3	370	329	3	2	2024-06-26	2024-08-06	david@huggingface.co	dmitry.v.rogozhkin@intel.com
bench/kernels/benchmark_marlin_fp8.py	121	1	343	343	1	1	2024-07-23	2024-07-23	9808326+fxmarty@users.noreply.github.com	9808326+fxmarty@users.noreply.github.com
bench/kernels/benchmark_w4a16.py	123	2	367	279	3	2	2024-06-29	2024-09-25	chosanghoon1118@gmail.com	david@huggingface.co