#feature_neutralization #numerai #team
https://www.youtube.com/watch?v=YTZGt89B5r4&ab_channel=Numerai
https://www.youtube.com/watch?v=YTZGt89B5r4&ab_channel=Numerai
YouTube
Feature Neutralization: Some Theoretical Concerns, and interview with rsmillie94 | OHwAS04E04
Forum link to presentation: https://forum.numer.ai/t/feature-neutralisation-autocorrelation-presentation/2341
[00:50] Interview with rsmillie94 begins
[22:54] Presentation - Feature Neutralization: Some Theoretical Concerns
[23:14] Feature Value and Prediction…
[00:50] Interview with rsmillie94 begins
[22:54] Presentation - Feature Neutralization: Some Theoretical Concerns
[23:14] Feature Value and Prediction…
🦾 Test Suites for Validating ML Models & Data
#paper #validation #best_practice #github #example
Github: https://github.com/deepchecks/deepchecks
Example: https://docs.deepchecks.com/en/stable/examples/guides/quickstart_in_5_minutes.html
Docs: https://docs.deepchecks.com/
Paper: https://arxiv.org/abs/2203.08491v1
Blog: https://deepchecks.com/blog/
#paper #validation #best_practice #github #example
Github: https://github.com/deepchecks/deepchecks
Example: https://docs.deepchecks.com/en/stable/examples/guides/quickstart_in_5_minutes.html
Docs: https://docs.deepchecks.com/
Paper: https://arxiv.org/abs/2203.08491v1
Blog: https://deepchecks.com/blog/
GitHub
GitHub - deepchecks/deepchecks: Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open…
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test ...
#cloud
https://www.altexsoft.com/blog/datascience/comparing-machine-learning-as-a-service-amazon-microsoft-azure-google-cloud-ai-ibm-watson/
https://www.altexsoft.com/blog/datascience/comparing-machine-learning-as-a-service-amazon-microsoft-azure-google-cloud-ai-ibm-watson/
AltexSoft
Comparing Machine Learning as a Service: Amazon, Microsoft A
See a full comparison of Amazon machine learning products, Azure ml solutions, and Google machine learning offerings.
https://www.youtube.com/watch?v=2zW33LfffPc&ab_channel=YannicKilcher
#LLM #gpt #paper #yannic_kilcher #team #openai #team #LMM
https://openai.com/product/gpt-4
https://openai.com/research/gpt-4
https://cdn.openai.com/papers/gpt-4.pdf
#LLM #gpt #paper #yannic_kilcher #team #openai #team #LMM
https://openai.com/product/gpt-4
https://openai.com/research/gpt-4
https://cdn.openai.com/papers/gpt-4.pdf
YouTube
GPT-4 is here! What we know so far (Full Analysis)
#gpt4 #chatgpt #openai
References:
https://openai.com/product/gpt-4
https://openai.com/research/gpt-4
https://cdn.openai.com/papers/gpt-4.pdf
Links:
Homepage: https://ykilcher.com
Merch: https://ykilcher.com/merch
YouTube: https://www.youtube.com/c/yannickilcher…
References:
https://openai.com/product/gpt-4
https://openai.com/research/gpt-4
https://cdn.openai.com/papers/gpt-4.pdf
Links:
Homepage: https://ykilcher.com
Merch: https://ykilcher.com/merch
YouTube: https://www.youtube.com/c/yannickilcher…
#survey #distillation #Transformer #attention #gen_ai #llm
A Practical Survey on Faster and Lighter Transformers
https://arxiv.org/abs/2103.14636v2
#postgres #graphdb #graphmode #hack
Postgres: The Graph Database You Didn't Know You Had
https://www.dylanpaulus.com/posts/postgres-is-a-graph-database/
A Practical Survey on Faster and Lighter Transformers
https://arxiv.org/abs/2103.14636v2
#postgres #graphdb #graphmode #hack
Postgres: The Graph Database You Didn't Know You Had
https://www.dylanpaulus.com/posts/postgres-is-a-graph-database/
#jax #google #team #tf #pytorch
https://www.businessinsider.com/facebook-pytorch-beat-google-tensorflow-jax-meta-ai-2022-6
#rag #gen_ai #dpr
https://www.deeplearning.ai/the-batch/issue-195/
https://arxiv.org/abs/2209.10063
https://arxiv.org/abs/2004.04906
https://www.businessinsider.com/facebook-pytorch-beat-google-tensorflow-jax-meta-ai-2022-6
#rag #gen_ai #dpr
https://www.deeplearning.ai/the-batch/issue-195/
https://arxiv.org/abs/2209.10063
https://arxiv.org/abs/2004.04906
Business Insider
Google is quietly replacing the backbone of its AI product strategy after its last big push for dominance got overshadowed by Meta
Google is pushing a new project to replace TensorFlow. But it will be a major challenge to unseat Meta's PyTorch, which has won over developers.
#benchmarks #moo #paper #emo #nas
https://arxiv.org/abs/2208.04321
#legal #nlp #llm #bar_exam
https://taxprof.typepad.com/taxprof_blog/2023/05/re-evaluating-gpt-4s-bar-exam-performance.html
#g_eval #llm #evaluation #microsoft #stanford #google #team
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
https://arxiv.org/abs/2303.16634
https://arxiv.org/abs/2208.04321
#legal #nlp #llm #bar_exam
https://taxprof.typepad.com/taxprof_blog/2023/05/re-evaluating-gpt-4s-bar-exam-performance.html
#g_eval #llm #evaluation #microsoft #stanford #google #team
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
https://arxiv.org/abs/2303.16634
https://github.com/LesnyRumcajs/grpc_bench/discussions/354
#benchmarks #scala_zio #scala_akka #dotnet #rust #cpp #multicpu #java #scala_fs2 #golang #go #grpc #hotspot #kotlin
#redis #memory #redis_streams
https://upstash.com/blog/redis-streams-beyond-memory
#benchmarks #scala_zio #scala_akka #dotnet #rust #cpp #multicpu #java #scala_fs2 #golang #go #grpc #hotspot #kotlin
#redis #memory #redis_streams
https://upstash.com/blog/redis-streams-beyond-memory
GitHub
2023-06-25 i9-13900KF (32) @ 5.500GHz, 64G RAM · LesnyRumcajs grpc_bench · Discussion #354
Specs OS: Fedora release 38 (Thirty Eight) x86_64 Host: Z790 UD AX Kernel: 6.3.6-200.fc38.x86_64 CPU: 13th Gen Intel i9-13900KF (32) @ 5.500GHz GPU: NVIDIA GeForce RTX 4090 Memory: 64119MiB Results...
#hybrid_deployment #security #octopus #teamcity #cloud_deployment #mlops #github #github_actions #configuration_as_code #CAC
https://www.youtube.com/watch?v=BXBGwG2YjCo&ab_channel=OctopusDeploy
#llm #hype ? #expectations #gen_ai
https://venturebeat.com/ai/gartner-hype-cycle-places-generative-ai-on-the-peak-of-inflated-expectations/?ref=dl-staging-website.ghost.io
https://www.youtube.com/watch?v=BXBGwG2YjCo&ab_channel=OctopusDeploy
#llm #hype ? #expectations #gen_ai
https://venturebeat.com/ai/gartner-hype-cycle-places-generative-ai-on-the-peak-of-inflated-expectations/?ref=dl-staging-website.ghost.io
YouTube
The Art of Balancing Cloud and On-Prem Deployments
James Chatmas joins @jbristowe during a webinar to demonstrate how Octopus Deploy solves hybrid deployment challenges by letting you deploy to the cloud, containers, and on-premises environments. In particular, he shows how Octopus integrates with your DevOps…
#cloud #ml
https://www.yotec.net/comparison-of-machine-learning-as-a-service-systems-amazon-microsoft-azure-google-cloud-ai-ibm-watson/
#prompt_engineering #llm #zero_shot #reasoning
https://arxiv.org/abs/2205.11916
https://www.yotec.net/comparison-of-machine-learning-as-a-service-systems-amazon-microsoft-azure-google-cloud-ai-ibm-watson/
#prompt_engineering #llm #zero_shot #reasoning
https://arxiv.org/abs/2205.11916
Yotec
Comparison of Machine Learning as a Service systems: Amazon, Microsoft Azure, Google Cloud AI, IBM Watson - Yotec
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
#prompt_engineering #llm #zero_shot / auto #CoT
https://arxiv.org/abs/2304.11657v2
Optimal operation of cryogenic calorimeters through deep reinforcement learning
G. Angloher, et al.
Max-Planck-Institut für Physik, Germany
https://arxiv.org/abs/2311.15147
#prompt_engineering #llm #zero_shot / auto #CoT
https://arxiv.org/abs/2304.11657v2
Optimal operation of cryogenic calorimeters through deep reinforcement learning
G. Angloher, et al.
Max-Planck-Institut für Physik, Germany
https://arxiv.org/abs/2311.15147
#llm #training #dpo #vs #rlhf #ppo #reinforcement_learning #rl #gen_ai #NeurIPS
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
https://arxiv.org/abs/2305.18290v2
#deepmind #mistral #team #dpo #benchmarks #moe #llm #gen_ai
Mixtral of experts. A high quality Sparse Mixture-of-Experts.
https://mistral.ai/news/mixtral-of-experts
#offline_rl #rl
Revisiting the Minimalist Approach to Offline Reinforcement Learning
https://arxiv.org/abs/2305.09836
#agi #gen_ai #benchmarks
Levels of AGI: Operationalizing Progress on the Path to AGI
https://arxiv.org/abs/2311.02462v2
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
https://arxiv.org/abs/2305.18290v2
#deepmind #mistral #team #dpo #benchmarks #moe #llm #gen_ai
Mixtral of experts. A high quality Sparse Mixture-of-Experts.
https://mistral.ai/news/mixtral-of-experts
#offline_rl #rl
Revisiting the Minimalist Approach to Offline Reinforcement Learning
https://arxiv.org/abs/2305.09836
#agi #gen_ai #benchmarks
Levels of AGI: Operationalizing Progress on the Path to AGI
https://arxiv.org/abs/2311.02462v2
arXiv.org
Revisiting the Minimalist Approach to Offline Reinforcement Learning
Recent years have witnessed significant advancements in offline reinforcement learning (RL), resulting in the development of numerous algorithms with varying degrees of complexity. While these...
#fingpt #rag #llm #gpt
https://arxiv.org/abs/2310.04027v1
#vectorstore #vectordb #benchmarks #features #comparison
(1)
https://zackproser.com/vectordatabases
(2)
https://zilliz.com/vector-database-benchmark-tool?database=ZillizCloud%2CMilvus%2CElasticCloud%2CPgVector%2CPinecone%2CQdrantCloud%2CWeaviateCloud&dataset=medium&filter=none%2Clow%2Chigh&tab=2
(3)
https://superlinked.com/vector-db-comparison
#fintech #use_case
https://arxiv.org/abs/2310.04027
https://arxiv.org/abs/2310.04027v1
#vectorstore #vectordb #benchmarks #features #comparison
(1)
https://zackproser.com/vectordatabases
(2)
https://zilliz.com/vector-database-benchmark-tool?database=ZillizCloud%2CMilvus%2CElasticCloud%2CPgVector%2CPinecone%2CQdrantCloud%2CWeaviateCloud&dataset=medium&filter=none%2Clow%2Chigh&tab=2
(3)
https://superlinked.com/vector-db-comparison
#fintech #use_case
https://arxiv.org/abs/2310.04027
arXiv.org
Enhancing Financial Sentiment Analysis via Retrieval Augmented...
Financial sentiment analysis is critical for valuation and investment decision-making. Traditional NLP models, however, are limited by their parameter size and the scope of their training...
For Developers
https://youtu.be/-AB7b-XGaCU?si=I7sMBTvPb86JuSw6&t=496 #forecast #grok #tesla #team #forecast #prediction #agi #open #llm #llama #vs #falcon #meta #team https://arxiv.org/abs/2311.16867
#team #berkeley #rag #haystack #haystack_ai
The Shift from Models to Compound AI Systems
https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/
claims:
- SOTA results are increasingly obtained by AI systems with multiple components instead of monolithic models
- Key trends in 2024 and beyond
The Shift from Models to Compound AI Systems
https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems/
claims:
- SOTA results are increasingly obtained by AI systems with multiple components instead of monolithic models
- Key trends in 2024 and beyond
#prompt_compression #summarization #compression
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
https://arxiv.org/abs/2403.12968
#BCI #embeddings
https://academic.oup.com/cercor/article/31/9/4398/6249619
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
https://arxiv.org/abs/2403.12968
#BCI #embeddings
https://academic.oup.com/cercor/article/31/9/4398/6249619
OUP Academic
How Mother–Child Interactions are Associated with a Child’s Compliance
Abstract. While social interaction between a mother and her child has been found to play an important role in the child’s committed compliance, the underly
#kan #activation_func
KAN: Kolmogorov-Arnold Networks
https://arxiv.org/abs/2404.19756
#RAG #graphrag #team #microsoft
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
https://arxiv.org/abs/2404.16130
#gemma #recurrent_Attention #infini_attention
Gemma-10M Technical Overview
https://aksh-garg.medium.com/gemma-10m-technical-overview-900adc4fbeeb
KAN: Kolmogorov-Arnold Networks
https://arxiv.org/abs/2404.19756
#RAG #graphrag #team #microsoft
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
https://arxiv.org/abs/2404.16130
#gemma #recurrent_Attention #infini_attention
Gemma-10M Technical Overview
https://aksh-garg.medium.com/gemma-10m-technical-overview-900adc4fbeeb
arXiv.org
KAN: Kolmogorov-Arnold Networks
Inspired by the Kolmogorov-Arnold representation theorem, we propose Kolmogorov-Arnold Networks (KANs) as promising alternatives to Multi-Layer Perceptrons (MLPs). While MLPs have fixed activation...
#preseed #seed #vc #round #venture_capital #investment #startup #microventures
https://github.com/Atarity/How-To-Start-A-Startup?tab=readme-ov-file
https://www.wsj.com/articles/entrepreneurs-are-better-off-going-it-alone-study-says-11556503320
#lgtm #mimir #observability #griptime #benchmarks
https://medium.com/@greptime/greptimedb-vs-grafana-mimir-first-official-benchmark-for-high-volume-write-in-performance-8365920ee2e8
https://github.com/Atarity/How-To-Start-A-Startup?tab=readme-ov-file
https://www.wsj.com/articles/entrepreneurs-are-better-off-going-it-alone-study-says-11556503320
#lgtm #mimir #observability #griptime #benchmarks
https://medium.com/@greptime/greptimedb-vs-grafana-mimir-first-official-benchmark-for-high-volume-write-in-performance-8365920ee2e8
GitHub
GitHub - Atarity/How-To-Start-A-Startup: "How to Start a Startup" is the Y Combinator class made by real entrepreneurs
"How to Start a Startup" is the Y Combinator class made by real entrepreneurs - Atarity/How-To-Start-A-Startup
#LoRA #MoLE #ICLR
Mixture of LoRA Experts
https://openreview.net/forum?id=uWvKBCYh4S
#QPU #XLA #jax #jit
https://pennylane.ai/blog/2023/03/introducing-catalyst-quantum-just-in-time-compilation/
#benchmarks #clickhouse
https://benchmark.clickhouse.com/
Mixture of LoRA Experts
https://openreview.net/forum?id=uWvKBCYh4S
#QPU #XLA #jax #jit
https://pennylane.ai/blog/2023/03/introducing-catalyst-quantum-just-in-time-compilation/
#benchmarks #clickhouse
https://benchmark.clickhouse.com/
pennylane.ai
Introducing Catalyst: quantum just-in-time compilation | PennyLane Blog
Catalyst, our next-generation compilation engine, brings just-in-time compilation to quantum programming. Automatically compile hybrid programs for execution on CPUs, GPUs, and QPUs, and unlock new ways of programming quantum computers.