Article
1
Morgan Funtowicz PRO
mfuntowicz
AI & ML interests
Model inference low-level optimization, hardware affinity and large-scale distributed training.
Recent Activity
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Articles 14
Article
83
Blazingly fast whisper transcriptions with Inference Endpoints
Tracks papers and links about neural network compression and quantization technics
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LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 5 -
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper • 2210.17323 • Published • 12 -
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Paper • 2211.10438 • Published • 6 -
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 15
Tracks papers and links about neural network compression and quantization technics
-
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 5 -
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper • 2210.17323 • Published • 12 -
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Paper • 2211.10438 • Published • 6 -
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 15
models 10
mfuntowicz/hmll-files
Updated
mfuntowicz/Qwen3-1.7B-SFT-6915147f692811042961c910
Text Generation • 2B • Updated • 10
mfuntowicz/activation
Updated
mfuntowicz/relu
Updated
mfuntowicz/SmolLM2-360M-Instruct-Q4_K_M-GGUF
0.4B • Updated • 275
mfuntowicz/gemma-2b
Text Generation • Updated • 19 • 2
mfuntowicz/xlm-roberta-large-squad2
Updated
mfuntowicz/wav2vec2-large-960h-lv60-self
Updated
mfuntowicz/bert-base-cased-finetuned-sst2
Text Classification • Updated • 21
mfuntowicz/test-model
Updated