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How to speedup the process of quantization which takes almost 20 hours to quantize llama3-70B with w8a8
enhancement
New feature or request
#968
opened Dec 11, 2024 by
moonlightian
[Bug]: When I use llmcompressor to quantify the llama3 70b model to int8-a8w8,it shows ValueError: Failed to invert hessian due to numerical instability.
bug
Something isn't working
#966
opened Dec 10, 2024 by
rexmxw02
The new version 0.3.0 takes a long time for quantization and eventually fails due to OOM
bug
Something isn't working
#965
opened Dec 10, 2024 by
okwinds
Error when quantizing LLama 3.3 70b to FP8
bug
Something isn't working
#963
opened Dec 6, 2024 by
Syst3m1cAn0maly
Can I load the Something isn't working
stage_quantization
model using SparseAutoModelForCausalLM
?
bug
#962
opened Dec 6, 2024 by
jiangjiadi
How to recover stage quantization from finetuning stage after an error
bug
Something isn't working
#957
opened Dec 5, 2024 by
jiangjiadi
About lora finetuning of 2:4 sparse and sparse quant models
enhancement
New feature or request
#952
opened Dec 4, 2024 by
arunpatala
quantization + sparsification - model outputs zeros
bug
Something isn't working
#942
opened Nov 28, 2024 by
nirey10
Got Error when I load a 2of4 model using vllm.
bug
Something isn't working
#926
opened Nov 19, 2024 by
jiangjiadi
Finetuning in 2:4 sparsity w4a16 example fails with multiple GPUs
bug
Something isn't working
#911
opened Nov 13, 2024 by
arunpatala
Is it possible to quantize to FP8 W8A16 without calibration data
enhancement
New feature or request
#858
opened Oct 21, 2024 by
us58
Perplexity (ppl) Calculation of Local Sparse Model: NaN issue
bug
Something isn't working
#853
opened Oct 19, 2024 by
HengJayWang
SmoothQuant doesn't respect ignored modules for VLMs
bug
Something isn't working
#687
opened Sep 26, 2024 by
mgoin
KV Cache Quantization example cause problem
bug
Something isn't working
#660
opened Sep 25, 2024 by
weicheng59
[USAGE] FP8 W8A8 (+KV) with LORA Adapters
enhancement
New feature or request
#164
opened Sep 11, 2024 by
paulliwog
Yaml parsing fails with a custom mapping provided to SmoothQuantModifier recipe
bug
Something isn't working
#105
opened Aug 22, 2024 by
aatkinson
Layers not skipped with ignore=[ "re:.*"]
bug
Something isn't working
#91
opened Aug 15, 2024 by
horheynm
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