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LLM evaluation at scale with the NeurIPS Efficiency Challenge
blog.mozilla.ai/exploring-llm-evaluation-at-scale-with-the-neurips-large-language-model-efficiency-challenge/
210 sats
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0 comments
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@localhost
22 Feb 2024
tech
related
1-Bit LLM: The Most Efficient LLM Possible?
www.youtube.com/watch?v=7hMoz9q4zv0
563 sats
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1 comment
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@carter
24 Jun 2025
AI
Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing
arxiv.org/abs/2508.12631
187 sats
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9 comments
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@carter
22 Aug 2025
AI
Graham King - Evaluating LLMs for my personal use case
darkcoding.net/software/personal-ai-evals-aug-2025/
278 sats
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1 comment
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@carter
25 Aug 2025
AI
Communication Efficient LLM Pre-training with SparseLoCo
arxiv.org/abs/2508.15706
130 sats
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0 comments
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@carter
1 Sep 2025
AI
LLaMA-Factory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
github.com/hiyouga/LLaMA-Factory
187 sats
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0 comments
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@carter
19 Sep 2025
AI
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
arxiv.org/abs/2509.03867
336 sats
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0 comments
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@optimism
7 Sep 2025
AI
The simulation of judgment in LLMs - PNAS
www.pnas.org/doi/10.1073/pnas.2518443122
244 sats
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5 comments
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@Scoresby
15 Oct 2025
AI
2025 LLM Year in Review - karpathy
karpathy.bearblog.dev/year-in-review-2025/
1652 sats
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3 comments
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@Scoresby
21 Dec 2025
AI
Transformer based AI will not lead us to AGI/ASI and is just a hype machine
3139 sats
\
18 comments
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@cy
2 Jul 2025
AI
Local LLMs are how nerds now justify a big computer they don't need
world.hey.com/dhh/local-llms-are-how-nerds-now-justify-a-big-computer-they-don-t-need-af2fcb7b
948 sats
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9 comments
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@k00b
25 Nov 2025
AI
Evaluating LLMs Playing Text Adventures
entropicthoughts.com/evaluating-llms-playing-text-adventures
141 sats
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0 comments
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@carter
12 Aug 2025
AI
The Future of LLM Models: Real-Time Collaboration & Micropayments w/ BTC and LN
238 sats
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0 comments
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@Rsync25
27 Jun 2024
lightning
Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in LLMs
arxiv.org/abs/2509.21155
445 sats
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6 comments
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@optimism
2 Dec 2025
AI
Efficient LLM Inference
arxiv.org/abs/2507.14397
151 sats
\
0 comments
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@carter
3 Oct 2025
AI
Agentic Reinforced Policy Optimization
arxiv.org/abs/2507.19849
171 sats
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0 comments
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@optimism
29 Jul 2025
AI
Context Rot: How Increasing Input Tokens Impacts LLM Performance
research.trychroma.com/context-rot
334 sats
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2 comments
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@Scoresby
14 Jul 2025
AI
LLMs Can Get Brain Rot
llm-brain-rot.github.io/
287 sats
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0 comments
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@Scoresby
21 Oct 2025
AI
Scalable MatMul-Free Language Modeling — 10x Reduction On LLMs Computation
arxiv.org/abs/2406.02528
110 sats
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1 comment
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@0xbitcoiner
10 Jun 2024
science
freebie
Small LLMs Can Beat Large Ones at 5-30x Lower Cost with Automated Data Curation
www.tensorzero.com/blog/fine-tuned-small-llms-can-beat-large-ones-at-5-30x-lower-cost-with-programmatic-data-curation/
304 sats
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1 comment
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@carter
5 Aug 2025
AI
Meta Open-Sources MEGALODON LLM for Efficient Long Sequence Modeling
www.infoq.com/news/2024/06/meta-llm-megalodon/
125 sats
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0 comments
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@TheWildHustle
11 Jun 2024
opensource
Elites, the curse of recursion, and the half-life of policy
5779 sats
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11 comments
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@elvismercury
29 Mar 2024
mostly_harmless
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