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#modelquantization search results

TheRealPlanC's profile picture. Creator of the Bitcoin Quantile Model
PlanC
@TheRealPlanC
Oct 15

The wait is over! Introducing... 🥁 Bitcoin Quantile Model v2. You’re going to want to bookmark this post—and follow for regular model updates. After months of research and development, I’m very proud of this model—my flagship quantile framework. I’m confident it’s one of…

TheRealPlanC's tweet image. The wait is over! Introducing... 🥁 Bitcoin Quantile Model v2. You’re going to want to bookmark this post—and follow for regular model updates. After months of research and development, I’m very proud of this model—my flagship quantile framework. I’m confident it’s one of…
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DAlistarh's profile picture. Professor at IST Austria
Dan Alistarh
 @DAlistarh
Oct 28

Releasing QuTLASS v0.2: fast, end-to-end quantization-aware training (QAT) with kernel support and applications! 1. Nanochat-QAT: a fully-quantized extension of @karpathy 's nanochat 2. General QAT recipe with MXFP4 forward/MXFP8 backward GEMMs 3. Transformers/vLLM integrations

DAlistarh's tweet image. Releasing QuTLASS v0.2: fast, end-to-end quantization-aware training (QAT) with kernel support and applications! 1. Nanochat-QAT: a fully-quantized extension of @karpathy 's nanochat 2. General QAT recipe with MXFP4 forward/MXFP8 backward GEMMs 3. Transformers/vLLM integrations
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prathamgrv's profile picture. pre doctoral researcher @MSFTResearch || part time @TensorTonic
pdawg
@prathamgrv
Oct 28

wrote a blog on LLM quantization, link in comments

prathamgrv's tweet image. wrote a blog on LLM quantization, link in comments
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ModelCloudAi's profile picture. Github: https://t.co/QfUNDk4J5Q 🤗 https://t.co/YgYXzLjEmv Our mission is to make ai accessible to any human and robot. {In Stealth-Mode}
ModelCloud
@ModelCloudAi
16 m

⚡️ GPT-QModel v5.2 released with Minimax M2, Qwen3-VL, Granite Nano model support and first-class AWQ integration! 👇

qubitium's profile picture. Building GPT-QModel, ModelCloudAI. OSS contributor to SGLang, vLLM, HF and more. AI SW/HW { Python, Go, Kotlin } Quantization Accelerator.
Qubitum
@qubitium
22 m

🥳GPT-QModel v5.2! 🤗 So pumped for this huge release coming only a week after v5.0. 🤯 Minimax M2, Granite Nano, Qwen3-VL support 🌟AWQ out of beta and fully integrated with more features and model support than autoawq ⚡️New VramStrategy.Balanced to quant large MoE models…

qubitium's tweet card. Notable Changes: Minimax M2, Granite Nano, Qwen3-VL, Brumpy model support AWQ quantization now out of beta and now fully integrated into life cycle New VramStrategy.Balanced property to spread MoE...
Release GPT-QModel v5.2.0 · ModelCloud/GPTQModel
Source: github.com
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Alibaba_Qwen's profile picture. Open foundation models for AGI.
Qwen
@Alibaba_Qwen
Jun 16

🚀 Excited to launch Qwen3 models in MLX format today! Now available in 4 quantization levels: 4bit, 6bit, 8bit, and BF16 — Optimized for MLX framework. 👉 Try it now! Huggingface：huggingface.co/collections/Qw… ModelScope： modelscope.cn/collections/Qw…

Alibaba_Qwen's tweet image. 🚀 Excited to launch Qwen3 models in MLX format today! Now available in 4 quantization levels: 4bit, 6bit, 8bit, and BF16 — Optimized for MLX framework. 👉 Try it now! Huggingface：huggingface.co/collections/Qw… ModelScope： modelscope.cn/collections/Qw…
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thinkymachines's profile picture. Thinking, beeping, and booping.
Thinking Machines
@thinkymachines
Sep 26

Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…

thinkymachines's tweet image. Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…
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Alibaba_Qwen's profile picture. Open foundation models for AGI.
Qwen
@Alibaba_Qwen
May 2

We will release the quantized models of Qwen3 to you in the following days. Today we release the AWQ and GGUFs of Qwen3-14B and Qwen3-32B, which enables using the models with limited GPU memory. Qwen3-32B-AWQ: huggingface.co/Qwen/Qwen3-32B… Qwen3-32B-GGUF: huggingface.co/Qwen/Qwen3-32B……

Alibaba_Qwen's tweet image. We will release the quantized models of Qwen3 to you in the following days. Today we release the AWQ and GGUFs of Qwen3-14B and Qwen3-32B, which enables using the models with limited GPU memory. Qwen3-32B-AWQ: huggingface.co/Qwen/Qwen3-32B… Qwen3-32B-GGUF: huggingface.co/Qwen/Qwen3-32B……
Alibaba_Qwen's tweet image. We will release the quantized models of Qwen3 to you in the following days. Today we release the AWQ and GGUFs of Qwen3-14B and Qwen3-32B, which enables using the models with limited GPU memory. Qwen3-32B-AWQ: huggingface.co/Qwen/Qwen3-32B… Qwen3-32B-GGUF: huggingface.co/Qwen/Qwen3-32B……
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MartinShkreli's profile picture. https://t.co/vJE5wyFDrX https://t.co/GUy99qMi2O - join our Discord! e/acc
Martin Shkreli
@MartinShkreli
Oct 13

$IONQ press release -- experiment did not actually use a quantum computer, only a simulator 😂 willing to PR anything

MartinShkreli's tweet image. $IONQ press release -- experiment did not actually use a quantum computer, only a simulator 😂 willing to PR anything
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tenderizzation's profile picture. python test/test_matmul_cuda.py
tender
@tenderizzation
Jun 18

the FP8 values in your model after 50 layers of quantize/dequantize operations

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Bertrand_Charp's profile picture. Founder, President & Chief Scientist @PrunaAI | Prev. @Twitter research, Ph.D. in ML @TU_Muenchen @bertrand-sharp.bsky.social @Bertrand_Charp@sigmoid.social
Bertrand Charpentier
@Bertrand_Charp
Oct 29

📄 Paper highlight #05: “Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization” 🔥 Personal hot take: Layers are not independent when optimizing Post-Training Quantization (PTQ). Appropriate quantization but also fine-tuning can also mitigate…

Bertrand_Charp's tweet image. 📄 Paper highlight #05: “Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization” 🔥 Personal hot take: Layers are not independent when optimizing Post-Training Quantization (PTQ). Appropriate quantization but also fine-tuning can also mitigate…
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HanGuo97's profile picture. PhD Student @MIT_CSAIL | Past: @LTIatCMU @MITIBMLab @UNCNLP, @SFResearch, @BaiduResearch | Machine Learning, NLP.
Han Guo
@HanGuo97
Nov 21, 2023

Introducing LQ-LoRA Decomposing pretrained matrices into (fixed) quantized + (trainable) low-rank components enables more aggressive quantization. We can quantize LLaMA-2 70B to 2.5 bits with minimal degradation in instruction-tuning performance. arxiv.org/abs/2311.12023 🧵1/n

HanGuo97's tweet image. Introducing LQ-LoRA Decomposing pretrained matrices into (fixed) quantized + (trainable) low-rank components enables more aggressive quantization. We can quantize LLaMA-2 70B to 2.5 bits with minimal degradation in instruction-tuning performance. arxiv.org/abs/2311.12023 🧵1/n
HanGuo97's tweet image. Introducing LQ-LoRA Decomposing pretrained matrices into (fixed) quantized + (trainable) low-rank components enables more aggressive quantization. We can quantize LLaMA-2 70B to 2.5 bits with minimal degradation in instruction-tuning performance. arxiv.org/abs/2311.12023 🧵1/n
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DAlistarh's profile picture. Professor at IST Austria
Dan Alistarh
 @DAlistarh
Sep 15

We're releasing the DASLab GGUF Quantization Toolkit! 🚀 First open-source toolkit bringing GPTQ + EvoPress to @ggerganov's GGUF format, enabling heterogeneous quantization based on importance. Result: Better models at the same file size. [1/5]

DAlistarh's tweet image. We're releasing the DASLab GGUF Quantization Toolkit! 🚀 First open-source toolkit bringing GPTQ + EvoPress to @ggerganov's GGUF format, enabling heterogeneous quantization based on importance. Result: Better models at the same file size. [1/5]
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aldrmv's profile picture. MS at @EPFL, ex- @Apple ML Research Intern, ex- @Yandex ASR
Aleksandr Dremov
 @aldrmv
Sep 30

Happy to share a paper we wrote at Apple — “Compute-Optimal Quantization-Aware Training”! TLDR: Treat QAT as a first-class citizen and plan it in advance if you want to achieve the best quantized model with the compute you have. arxiv.org/abs/2509.22935 🧵🧵🧵

aldrmv's tweet image. Happy to share a paper we wrote at Apple — “Compute-Optimal Quantization-Aware Training”! TLDR: Treat QAT as a first-class citizen and plan it in advance if you want to achieve the best quantized model with the compute you have. arxiv.org/abs/2509.22935 🧵🧵🧵
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Alibaba_Qwen's profile picture. Open foundation models for AGI.
Qwen
@Alibaba_Qwen
May 12

We’re officially releasing the quantized models of Qwen3 today! Now you can deploy Qwen3 via Ollama, LM Studio, SGLang, and vLLM — choose from multiple formats including GGUF, AWQ, and GPTQ for easy local deployment. Find all models in the Qwen3 collection on Hugging Face and…

Alibaba_Qwen's tweet image. We’re officially releasing the quantized models of Qwen3 today! Now you can deploy Qwen3 via Ollama, LM Studio, SGLang, and vLLM — choose from multiple formats including GGUF, AWQ, and GPTQ for easy local deployment. Find all models in the Qwen3 collection on Hugging Face and…
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premai_io's profile picture. Prem is an applied AI research lab focused on creating a future where everyone can access sovereign, private, and personalized AI.
Prem
@premai_io
Jan 9

Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…

premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
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bindureddy's profile picture. CEO of @abacusai, the world’s first AI super assistant and general-purpose agent, Abacus AI Deep Agent, for enterprises and professionals. ex-GM, AWS and Google
Bindu Reddy
@bindureddy
Aug 2, 2024

Quantization Is All You Need SOTA LLMs are too large to run on laptops. Quantization is a technique used to reduce LLMs' computational and memory requirements and create a smaller version of the model. Quantization is central to OSS progress It involves converting the model's…

bindureddy's tweet image. Quantization Is All You Need SOTA LLMs are too large to run on laptops. Quantization is a technique used to reduce LLMs' computational and memory requirements and create a smaller version of the model. Quantization is central to OSS progress It involves converting the model's…
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TheRealPlanC's profile picture. Creator of the Bitcoin Quantile Model
PlanC
@TheRealPlanC
Oct 22

Quantile Model Update Some small improvements. - Added the 98th quantile to the grid. - 16:9 to 3:2 aspect ratio to provide more vertical space.

TheRealPlanC's tweet image. Quantile Model Update Some small improvements. - Added the 98th quantile to the grid. - 16:9 to 3:2 aspect ratio to provide more vertical space.
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knlmsh's profile picture. 20; previously engg at https://t.co/RpyC5AUogP & https://t.co/MxJxhggkVO; indie-hacking https://t.co/7XS5wU4HDl; sysML research; electronics at BITS Goa
Kunal Mishra
 @knlmsh
Oct 27

quantized versions of an LLM can beat the original non-quantized one? does that make MT-Bench a bad benchmark?

knlmsh's tweet image. quantized versions of an LLM can beat the original non-quantized one? does that make MT-Bench a bad benchmark?
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miramurati's profile picture. Now building @thinkymachines. Previously CTO @OpenAI
Mira Murati
@miramurati
Sep 26

Sharing our second Connectionism research post on Modular Manifolds, a mathematical approach to refining training at each layer of the neural network

thinkymachines's profile picture. Thinking, beeping, and booping.
Thinking Machines
@thinkymachines
Sep 26

Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…

thinkymachines's tweet image. Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…
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UnslothAI's profile picture. Open source LLM fine-tuning & RL! 🦥 https://t.co/2kXqhhvLsb
Unsloth AI
@UnslothAI
Oct 22

You can now quantize LLMs to 4-bit and recover 70% accuracy via Quantization-Aware Training. We teamed up with @PyTorch to show how QAT enables: • 4x less VRAM with no inference overhead • 1-3% increase in raw accuracy (GPQA, MMLU Pro) Notebook & Blog: docs.unsloth.ai/new/quantizati…

UnslothAI's tweet image. You can now quantize LLMs to 4-bit and recover 70% accuracy via Quantization-Aware Training. We teamed up with @PyTorch to show how QAT enables: • 4x less VRAM with no inference overhead • 1-3% increase in raw accuracy (GPQA, MMLU Pro) Notebook & Blog: docs.unsloth.ai/new/quantizati…
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mynatt_meg53994's profile picture.
megan myn
 @mynatt_meg53994
Jul 10

AI model quantization tools reduce size by 70%, enabling deployment on low-cost IoT devices. Scale to 100M+ edge devices. @PublicAIData #ModelQuantization #EdgeScaling

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silviaob13's profile picture. Sahara #0154603 “Reddio”
Silvia Ortiz “Reddio”(✸,✸)🔆
 @silviaob13
Apr 4

. @soon_svm #SOONISTHEREDPILL Quantization of models can save memory. Soon_SVM supports quantization. It reduces memory footprint through quantization. Quantize models with Soon_SVM. #Soon_SVM #ModelQuantization

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premai_io's profile picture. Prem is an applied AI research lab focused on creating a future where everyone can access sovereign, private, and personalized AI.
Prem
@premai_io
Apr 3

#ModelQuantization: FP16, INT8, and Beyond quantization cuts memory use and boosts speed by reducing precision. main methods: 🔹 post-training quantization (PTQ): turns #FP32 models to #FP16 or #INT8; quick but may reduce accuracy. 🔸 quantization-aware training (QAT):…

premai_io's tweet image. #ModelQuantization: FP16, INT8, and Beyond quantization cuts memory use and boosts speed by reducing precision. main methods: 🔹 post-training quantization (PTQ): turns #FP32 models to #FP16 or #INT8; quick but may reduce accuracy. 🔸 quantization-aware training (QAT):…
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premai_io's profile picture. Prem is an applied AI research lab focused on creating a future where everyone can access sovereign, private, and personalized AI.
Prem
@premai_io
Jan 9

Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…

premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
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Sensors_MDPI's profile picture. Sensors (ISSN 1424-8220; IF: 3.5) is the leading international, peer-reviewed, #OpenAccess journal on the science and technology of #sensors and applications.
Sensors MDPI
 @Sensors_MDPI
Jul 24, 2024

Deep Neural Network Quantization Framework for Effective Defense against Membership Inference Attacks mdpi.com/1424-8220/23/1… @ClemsonUniv #membershipinferenceattack; #modelquantization; #deepneuralnetwork

Sensors_MDPI's tweet image. Deep Neural Network Quantization Framework for Effective Defense against Membership Inference Attacks mdpi.com/1424-8220/23/1… @ClemsonUniv #membershipinferenceattack; #modelquantization; #deepneuralnetwork
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centizeninc's profile picture. Centizen is a premier IT Service firm founded and managed by experienced IT consultants. Job Openings:- http://t.co/7awjrbgCtk
Centizen
 @centizeninc
Jul 2, 2024

Discover how model quantization supercharges neural networks, making massive AI models lightning-fast and memory-efficient for everyday devices! Read More: infoworld.com/article/371529… #AI #MachineLearning #ModelQuantization #TechInnovation #NeuralNetworks

centizeninc's tweet image. Discover how model quantization supercharges neural networks, making massive AI models lightning-fast and memory-efficient for everyday devices! Read More: infoworld.com/article/371529… #AI #MachineLearning #ModelQuantization #TechInnovation #NeuralNetworks
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SayanDe09980847's profile picture. Qualcomm Engineer | Applied ML explorer | Crafting intelligent solutions with #python #machinelearning #deeplearning #generativeai #nlp #mlops #stablediffusion
Sayan Dey
 @SayanDe09980847
Jan 17, 2024

Big matrix, small server? Quantization to the rescue! Reduced my 500MB collab filtering model to ~60MB with float8, all thanks to #modelquantization! Check out the demo: pick-1-movie.streamlit.app #machinelearning #optimizations

SayanDe09980847's tweet card. Harness the wisdom of the crowd to find movies you'll love! Playpick is a persistent, multi-user ...
PlayPick
Source: pick-1-movie.streamlit.app
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qtit's profile picture. QuadraTech for Information Technology S.A.E.
QuadraTech
 @qtit
Nov 28, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HTL0S #TechInnovation #CausalReasoning #ModelQuantization

qtit's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HTL0S #TechInnovation #CausalReasoning #ModelQuantization
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hackfdo's profile picture. OSINT and Cybersecurity passionate.
hackfdo
 @hackfdo
Sep 17, 2023

Discover the future of AI with model quantization. This method reduces computational cost, increases speed, and maintains accuracy. A game-changer for machine learning applications. #AI #ModelQuantization @cheatlayer #chatgpt

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nevtechcomp's profile picture. I.t specialist
neville
 @nevtechcomp
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/dYM1V #TechInnovation #CausalReasoning #ModelQuantization

nevtechcomp's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/dYM1V #TechInnovation #CausalReasoning #ModelQuantization
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AmaxITSupplies's profile picture. Provider of Hardware, Software & Service solutions. Authorised re-sellers for HP, Dell, Cisco and Microsoft.
Amax Supplies
 @AmaxITSupplies
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/Hs2sH #TechInnovation #CausalReasoning #ModelQuantization

AmaxITSupplies's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/Hs2sH #TechInnovation #CausalReasoning #ModelQuantization
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protosnetworks's profile picture. Network services, cyber security and digital innovation provider based in Chester, UK. Keeping organisations connected and protected.
Protos Networks
 @protosnetworks
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/XPQb3 #TechInnovation #CausalReasoning #ModelQuantization

protosnetworks's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/XPQb3 #TechInnovation #CausalReasoning #ModelQuantization
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techproglobalgp's profile picture. We’re a managed IT solutions provider specializing in providing IT services to various Small and Medium Sized Enterprises (SMEs). Follow: @techproglobalgp
Techpro Global Group
 @techproglobalgp
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/AjZCk #TechInnovation #CausalReasoning #ModelQuantization

techproglobalgp's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/AjZCk #TechInnovation #CausalReasoning #ModelQuantization
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kozaf_cisco's profile picture.
gpm_test
 @kozaf_cisco
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HpBus #TechInnovation #CausalReasoning #ModelQuantization

kozaf_cisco's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HpBus #TechInnovation #CausalReasoning #ModelQuantization
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FixBilisim's profile picture.
Fix Bilişim Proje ve Danışmanlık Ltd. Şti.
 @FixBilisim
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BxESc #TechInnovation #CausalReasoning #ModelQuantization

FixBilisim's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BxESc #TechInnovation #CausalReasoning #ModelQuantization
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Lexicon_Africa's profile picture. Tech company focused on Enterprise Digital Solutions, I.T Operations, Enterprise Networking, Cyber Resilience & Data Governance
Lexicon
 @Lexicon_Africa
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/a8tag #TechInnovation #CausalReasoning #ModelQuantization

Lexicon_Africa's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/a8tag #TechInnovation #CausalReasoning #ModelQuantization
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Manifold_MEA's profile picture. We offer end-to-end IT solutions including hardware, software, network infrastructure, systems integration, and implementation of mission-critical IT solutions
Manifold Computers Limited
 @Manifold_MEA
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/wNWEf #TechInnovation #CausalReasoning #ModelQuantization

Manifold_MEA's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/wNWEf #TechInnovation #CausalReasoning #ModelQuantization
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No results for "#modelquantization"
premai_io's profile picture. Prem is an applied AI research lab focused on creating a future where everyone can access sovereign, private, and personalized AI.
Prem
@premai_io
Jan 9

Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…

premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
premai_io's tweet image. Advancing Edge Deployments: Solutions for Language Models Optimisation 🌐 #ModelQuantization: Reduces model size and computational needs. 🔧 Parameter-Efficient #FineTuning: Optimizes specific parameters for efficiency. 🔀 #SplitLearning: Divides workloads between devices and…
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Sensors_MDPI's profile picture. Sensors (ISSN 1424-8220; IF: 3.5) is the leading international, peer-reviewed, #OpenAccess journal on the science and technology of #sensors and applications.
Sensors MDPI
 @Sensors_MDPI
Jul 24, 2024

Deep Neural Network Quantization Framework for Effective Defense against Membership Inference Attacks mdpi.com/1424-8220/23/1… @ClemsonUniv #membershipinferenceattack; #modelquantization; #deepneuralnetwork

Sensors_MDPI's tweet image. Deep Neural Network Quantization Framework for Effective Defense against Membership Inference Attacks mdpi.com/1424-8220/23/1… @ClemsonUniv #membershipinferenceattack; #modelquantization; #deepneuralnetwork
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centizeninc's profile picture. Centizen is a premier IT Service firm founded and managed by experienced IT consultants. Job Openings:- http://t.co/7awjrbgCtk
Centizen
 @centizeninc
Jul 2, 2024

Discover how model quantization supercharges neural networks, making massive AI models lightning-fast and memory-efficient for everyday devices! Read More: infoworld.com/article/371529… #AI #MachineLearning #ModelQuantization #TechInnovation #NeuralNetworks

centizeninc's tweet image. Discover how model quantization supercharges neural networks, making massive AI models lightning-fast and memory-efficient for everyday devices! Read More: infoworld.com/article/371529… #AI #MachineLearning #ModelQuantization #TechInnovation #NeuralNetworks
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premai_io's profile picture. Prem is an applied AI research lab focused on creating a future where everyone can access sovereign, private, and personalized AI.
Prem
@premai_io
Apr 3

#ModelQuantization: FP16, INT8, and Beyond quantization cuts memory use and boosts speed by reducing precision. main methods: 🔹 post-training quantization (PTQ): turns #FP32 models to #FP16 or #INT8; quick but may reduce accuracy. 🔸 quantization-aware training (QAT):…

premai_io's tweet image. #ModelQuantization: FP16, INT8, and Beyond quantization cuts memory use and boosts speed by reducing precision. main methods: 🔹 post-training quantization (PTQ): turns #FP32 models to #FP16 or #INT8; quick but may reduce accuracy. 🔸 quantization-aware training (QAT):…
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protosnetworks's profile picture. Network services, cyber security and digital innovation provider based in Chester, UK. Keeping organisations connected and protected.
Protos Networks
 @protosnetworks
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/XPQb3 #TechInnovation #CausalReasoning #ModelQuantization

protosnetworks's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/XPQb3 #TechInnovation #CausalReasoning #ModelQuantization
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xcobean's profile picture. Xcobean Develops, Provides, Supports, Manages IT Solutions and makes your Business secure.
Xcobean
 @xcobean
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/JIcbB #TechInnovation #CausalReasoning #ModelQuantization

xcobean's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/JIcbB #TechInnovation #CausalReasoning #ModelQuantization
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Lexicon_Africa's profile picture. Tech company focused on Enterprise Digital Solutions, I.T Operations, Enterprise Networking, Cyber Resilience & Data Governance
Lexicon
 @Lexicon_Africa
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/a8tag #TechInnovation #CausalReasoning #ModelQuantization

Lexicon_Africa's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/a8tag #TechInnovation #CausalReasoning #ModelQuantization
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FixBilisim's profile picture.
Fix Bilişim Proje ve Danışmanlık Ltd. Şti.
 @FixBilisim
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BxESc #TechInnovation #CausalReasoning #ModelQuantization

FixBilisim's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BxESc #TechInnovation #CausalReasoning #ModelQuantization
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RacsAfrica's profile picture. Information Technology Specialist!!!
R A Consulting Services
 @RacsAfrica
Aug 18, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - techblog.cisco.com/blog/unleashin… #TechInnovation #CausalReasoning #ModelQuantization

RacsAfrica's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - techblog.cisco.com/blog/unleashin… #TechInnovation #CausalReasoning #ModelQuantization
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TBMLimited's profile picture. Leading ICT provider in East Africa; offering IBM, Lenovo, Cisco, Fortinet & other brand solutions by enabling businesses through technology services.
TBM (Trans Business Machines) Limited
 @TBMLimited
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/F8DgG #TechInnovation #CausalReasoning #ModelQuantization

TBMLimited's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/F8DgG #TechInnovation #CausalReasoning #ModelQuantization
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techproglobalgp's profile picture. We’re a managed IT solutions provider specializing in providing IT services to various Small and Medium Sized Enterprises (SMEs). Follow: @techproglobalgp
Techpro Global Group
 @techproglobalgp
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/AjZCk #TechInnovation #CausalReasoning #ModelQuantization

techproglobalgp's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/AjZCk #TechInnovation #CausalReasoning #ModelQuantization
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qtit's profile picture. QuadraTech for Information Technology S.A.E.
QuadraTech
 @qtit
Nov 28, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HTL0S #TechInnovation #CausalReasoning #ModelQuantization

qtit's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/HTL0S #TechInnovation #CausalReasoning #ModelQuantization
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rhsord's profile picture.
Richard Holbrook
 @rhsord
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/M4Stp #TechInnovation #CausalReasoning #ModelQuantization

rhsord's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/M4Stp #TechInnovation #CausalReasoning #ModelQuantization
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AmaxITSupplies's profile picture. Provider of Hardware, Software & Service solutions. Authorised re-sellers for HP, Dell, Cisco and Microsoft.
Amax Supplies
 @AmaxITSupplies
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/Hs2sH #TechInnovation #CausalReasoning #ModelQuantization

AmaxITSupplies's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/Hs2sH #TechInnovation #CausalReasoning #ModelQuantization
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AgileCloudLtd's profile picture. Agile Cloud transitions your compute and data assets to the cloud by combining passion and agility to deliver the most effective, innovative solutions.
Agile Cloud
 @AgileCloudLtd
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BXmH6 #TechInnovation #CausalReasoning #ModelQuantization

AgileCloudLtd's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/BXmH6 #TechInnovation #CausalReasoning #ModelQuantization
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Castlenet_CCL's profile picture. For tips, stories & all things Network Engineering 👋🏽
Castlenet Consulting
 @Castlenet_CCL
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/90K4y #TechInnovation #CausalReasoning #ModelQuantization

Castlenet_CCL's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/90K4y #TechInnovation #CausalReasoning #ModelQuantization
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MangalaFreddy's profile picture. - US DoS employee jusqu'en 2008 - Administrateur des sociétés depuis 2008 à ce jour * CEO Nitdsolutions * PCA ASBL TUEMETAGHENI * PCA T2D SARL
Freddy Mangala Mbuyalemba Musala Kima
 @MangalaFreddy
Aug 25, 2023

Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/1MKpP #TechInnovation #CausalReasoning #ModelQuantization

MangalaFreddy's tweet image. Exploring Causal Reasoning in Data-Free Model Quantization: Unleashing New Power! - oal.lu/1MKpP #TechInnovation #CausalReasoning #ModelQuantization
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