WizardLM @WizardLM_AI
WizardLM, WizardCoder, WizardMath. Evol-Instruct, Arena Learning, RLEIF. USA Joined October 2021-
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š Thrilled to share our paper accepted by #KDD2025! šAgentGenš: An automated environment and task generator that enhances LLM-based agents' planning abilities through diverse, difficulty-controlled synthetic trajectory data. šš»agent-gen.github.io
šNew approach from WaveCoder Team for optimizing code LLMs. The novel feature tree based framework, inspired by AST and Evol-Instruct to modeling semantic relationships, generates more diverse data. The EpiCoder hits SOTA in both challenge file and function benchmarks.
šNew approach from WaveCoder Team for optimizing code LLMs. The novel feature tree based framework, inspired by AST and Evol-Instruct to modeling semantic relationships, generates more diverse data. The EpiCoder hits SOTA in both challenge file and function benchmarks.
GENIAC phase2ć«ć¦ćę„ę¬čŖć®ćć¼ć«ć«LLMćä½æć£ć¦Evol-Instructć«ćććć¼ćæć»ććę§ēÆć«åćēµćć éć®čØäŗćå ¬éćć¾ććć(3件ē®/å Ø4件) zenn.dev/matsuolab/artiā¦
Agentic Information Retrieval This paper provides a good introduction to agentic information retrieval, which is shaped by the capabilities of LLM agents. I've been developing with this paradigm recently and it does offer lots of interesting ways to optimize retrieval systems.
š x 2
Congrats! We are dedicated to innovating synthetic training techniques, drawing inspiration from theory of evolution. The previous Evol-Instruct focused on evolving higher-value instructions from the instruction side. This work, Arena Learning, emphasizes the evolution ofā¦
Congrats! We are dedicated to innovating synthetic training techniques, drawing inspiration from theory of evolution. The previous Evol-Instruct focused on evolving higher-value instructions from the instruction side. This work, Arena Learning, emphasizes the evolution ofā¦
We are open sourcing our EvolKit pipeline that was instrumental in the creation of supernova, under MIT license. This was heavily inspired by the AutoEvol paper from @WizardLM_AI, and is a tremendously powerful tool for creating complex datasets. Find it here:ā¦
š Excited to introduce MMEvol, which improves MLLM through complex and diverse instruction with perceptual, cognitive, and interactive evolution. š Achieving a 3.1% accuracy boost across 13 VL tasks. Code and data will be released soon; stay tuned! š huggingface.co/papers/2409.05ā¦
Impressed by @arcee_ai team's work. Proud to open-source EvolKit: framework for evolving instruction data with OPEN-SOURCE models. Inspired by @WizardLM_AI, result of my month-long effort. GitHub: github.com/arcee-ai/EvolKā¦ Don't forget SuperNova too! š„³
Impressed by @arcee_ai team's work. Proud to open-source EvolKit: framework for evolving instruction data with OPEN-SOURCE models. Inspired by @WizardLM_AI, result of my month-long effort. GitHub: github.com/arcee-ai/EvolKā¦ Don't forget SuperNova too! š„³
Learn whatās next for AI at Research Forum on Sept. 3; WizardArena simulates human-annotated chatbot games; MInference speeds pre-filling for long-context LLMs via dynamic sparse attention; Reef: Fast succinct non-interactive zero-knowledge regex proofs. msft.it/6019l4Qv9
Congrats this impressive contribution to OSS community! Also excited to see the state-of-the-art Hermes-3 models also leverage our Evol-Instruct to empower their complex instruction following capacities.
Congrats this impressive contribution to OSS community! Also excited to see the state-of-the-art Hermes-3 models also leverage our Evol-Instruct to empower their complex instruction following capacities. https://t.co/yhkXWqjHVP
-- <big_model_smell> benchmark -- Aidan Bench measures creativity, reliability, attention, and instruction following. >mistral large 2 wins by a lot??? >gpt-4o sucks confirmed >sonnet-3.5 remains very strong >gpt-4-0314 shows old man strength github.com/aidanmclaughliā¦
The @WizardLM_AI team is back, with Evol-Instruct V2 (actually more like "Auto" Evol-Instruct), which is one of core components for WizardLM-2 Thank you @WizardLM_AI team.
The @WizardLM_AI team is back, with Evol-Instruct V2 (actually more like "Auto" Evol-Instruct), which is one of core components for WizardLM-2 Thank you @WizardLM_AI team.
Exciting! Evol Instruct v2 paper is out! Microsoft Research WizardLM just released Auto-Evol-Instruct! (I consider this type of work pre/proto-agi, but my views are sometimes radical) arxiv.org/pdf/2406.00770
Don't sleep! WizardLM just dropped the (probably) best data generation method ever known to mankind! I didn't get to read it all out yet (later on today), but from what Iv'e seen the main ideas are: 1. Ask a model to "make the task harder" (WizardLM-1) 2. BUT also ask a modelā¦
Don't sleep! WizardLM just dropped the (probably) best data generation method ever known to mankind! I didn't get to read it all out yet (later on today), but from what Iv'e seen the main ideas are: 1. Ask a model to "make the task harder" (WizardLM-1) 2. BUT also ask a modelā¦ https://t.co/j64QVkCb0e
A synthetic data pipeline for making LLM training data. Neat. š§āāļøāØ
A synthetic data pipeline for making LLM training data. Neat. š§āāļøāØ
These technologies for Improving Data Training Pipeline from @WizardLM_AI will benefit all LLMs. Thank you! I am hoping there will be big increase in creative writing scores with this method!
These technologies for Improving Data Training Pipeline from @WizardLM_AI will benefit all LLMs. Thank you! I am hoping there will be big increase in creative writing scores with this method!
If youāve spoken to me since the official announcement of WizardLM-2 in April, thereās a 99% chance I was in your ear rambling about how much I was looking forward to the paper detailing their new training data synthesis pipeline - today is my Christmas Thank you @WizardLM_AIā¦
If youāve spoken to me since the official announcement of WizardLM-2 in April, thereās a 99% chance I was in your ear rambling about how much I was looking forward to the paper detailing their new training data synthesis pipeline - today is my Christmas Thank you @WizardLM_AIā¦
wowš„ itās the upgrade version from Evol-Instruct!
wowš„ itās the upgrade version from Evol-Instruct!
ā¤ļøThanks Wavecoder brother.
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