Machine Learning
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Machine Learning
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Machine Learning
Understanding Deep Learning
به یک کتاب برای آشنایی با مفاهیم یادگیری عمیق برخوردم که سرفصل‌های نسبتا خوبی داشت؛ فایلش رو براتون در پست بعدی قرار می‌دم.
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Machine Learning
UnderstandingDeepLearning_24_11_23_C.pdf
21.3 MB
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Machine Learning
بهترین مقالات این هفته

System 2 Attention
https://arxiv.org/abs/2311.11829

Advancing Long-Context LLMs
https://arxiv.org/abs/2311.12351

Parallel Speculative Sampling
https://arxiv.org/abs/2311.13581

Mirasol3B
https://arxiv.org/abs/2311.05698

Teaching Small LMs To Reason
https://arxiv.org/abs/2311.11045

GPQA
https://arxiv.org/abs/2311.12022

The Hitchhiker’s Guide From Chain-of-Thought Reasoning to Language Agents
https://arxiv.org/abs/2311.11797

GAIA
https://arxiv.org/abs/2311.12983

LLMs as Collaborators for Medical Reasoning
https://arxiv.org/abs/2311.10537

TÜLU 2
https://arxiv.org/abs/2311.10702
194 viewsM E H D I 1 9 0, 
Machine Learning
تفاوت بین دیتا ساینس ، ماشین لرنینگ، مهندس دیتا و دیتا آنالیز
186 viewsM E H D I 1 9 0, 
Machine Learning
كد گيتهاب:

https://github.com/Stability-AI/generative-models

مقاله :

https://static1.squarespace.com/static/6213c340453c3f502425776e/t/655ce779b9d47d342a93c890/1700587395994/stable_video_diffusion.pdf
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Machine Learning
بهترین مقالات این هفته
GNoME

https://www.nature.com/articles/s41586-023-06735-9

Open-Source LLMs vs. ChatGPT

https://arxiv.org/abs/2311.16989

Adversarial Diffusion Distillation

https://stability.ai/research/adversarial-diffusion-distillation

Seamless

https://ai.meta.com/research/publications/seamless-multilingual-expressive-and-streaming-speech-translation/

MEDITRON-70B

https://arxiv.org/abs/2311.16079v1

Foundation Models Outcompeting Special-Purpose Tuning

https://arxiv.org/abs/2311.16452

UniIR

https://arxiv.org/abs/2311.17136

Safe Deployment of Generative AI

https://www.nature.com/articles/d41586-023-03803-y

On Bringing Robots Home

https://arxiv.org/abs/2311.16098v1

Translatotron 3

https://arxiv.org/abs/2305.17547
226 viewsM E H D I 1 9 0, 
Machine Learning
Latent Consistency Models

اين يكي پروژه اي ديدم خيلي جالب بود واسم
مقاله و پروژه هم ميزارم براتون

https://latent-consistency-models.github.io/

https://github.com/luosiallen/latent-consistency-model

https://arxiv.org/abs/2310.04378

https://huggingface.co/spaces/SimianLuo/Latent_Consistency_Model
❤1
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Machine Learning
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MagicAnimate: Human Animation

MagicAnimate: the new SOTA in human animation. Code available: let's dance!


Review
https://t.ly/Oq7Za

Paper
https://arxiv.org/pdf/2311.16498.pdf

Project
https://showlab.github.io/magicanimate/

Code
https://github.com/magic-research/magic-animate

Demo
https://huggingface.co/spaces/zcxu-eric/magicanimate
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Machine Learning
PyPose: A Library for Robot Learning with Physics-based Optimization

داكيومنت

https://pypose.org/docs/main/index.html

اموزش

https://pypose.org/tutorials/

گيتهاب

https://github.com/pypose/pypose/blob/main/CONTRIBUTING.md
230 viewsM E H D I 1 9 0, 
Machine Learning
بهترین مقالات این هفته

Gemini

https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf


EfficientSAM

https://arxiv.org/abs/2312.00863


Magicoder

https://arxiv.org/abs/2312.02120


LLMs on Graphs

https://arxiv.org/abs/2312.02783


Llama Guard

https://ai.meta.com/research/publications/llama-guard-llm-based-input-output-safeguard-for-human-ai-conversations/


Human-Centered Loss Functions

https://github.com/ContextualAI/HALOs/blob/main/assets/report.pdf


Chain of Code

https://arxiv.org/abs/2312.04474


Data Management For LLMs

https://arxiv.org/abs/2312.01700


RankZephyr

https://arxiv.org/abs/2312.02724


The Efficiency Spectrum of LLMs

https://arxiv.org/abs/2312.00678
👍1
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Machine Learning
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https://bbycroft.net/llm

اين يك وبسايت ازمايشي و درك فهم
بسيار جالبه برام حتما يه سر به اين سايت خفن بزنيد
👍1
335 viewsM E H D I 1 9 0, 
Machine Learning
A linear model can learn non-linear/discrete patterns
332 viewsM E H D I 1 9 0, 
Machine Learning
AI and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform

https://arxiv.org/abs/2312.04180
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