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yeesian

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Goodbye Python-Mip?

oberdieck.dk
1 points·by yeesian·2 năm trước·0 comments

Esmeralda

esmeralda.org
20 points·by yeesian·2 năm trước·18 comments

Coding Patterns – The CP-SAT Primer

d-krupke.github.io
2 points·by yeesian·2 năm trước·0 comments

A Strengthened Implementation of CuPDLP for Linear Programming by C Language

arxiv.org
1 points·by yeesian·2 năm trước·0 comments

Understanding the Decline of Impact Factors in Informs Journals

pubsonline.informs.org
1 points·by yeesian·2 năm trước·0 comments

Towards Large Language Models as Copilots for Theorem Proving in Lean

arxiv.org
3 points·by yeesian·2 năm trước·0 comments

Exploring the Limits of Transfer Learning with a Unified Transformer (2019)

arxiv.org
12 points·by yeesian·2 năm trước·1 comments

How do I get started with Jax on TPU VMs

github.com
23 points·by yeesian·2 năm trước·17 comments

Linearity of Relation Decoding in Transformer Language Models

lre.baulab.info
1 points·by yeesian·2 năm trước·0 comments

LLM Evaluation: Everything You Need to Run, Benchmark Evals

arize.com
2 points·by yeesian·2 năm trước·0 comments

Speech and Language Processing (3rd ed. draft)

web.stanford.edu
214 points·by yeesian·2 năm trước·32 comments

The Greatest Meme Template

readtrung.com
31 points·by yeesian·2 năm trước·9 comments

Coalescence: Making LLM inference 5x faster

blog.dottxt.co
5 points·by yeesian·2 năm trước·0 comments

Fast JSON Decoding for Local LLMs with Compressed Finite State Machine

lmsys.org
1 points·by yeesian·2 năm trước·0 comments

Generative Uncertainty

vaughntan.org
7 points·by yeesian·3 năm trước·0 comments

[untitled]

1 points·by yeesian·3 năm trước·0 comments

My Life as a Con Man (2020)

swyx.io
4 points·by yeesian·3 năm trước·0 comments

Using llama-cpp-Python grammars to generate JSON

til.simonwillison.net
2 points·by yeesian·3 năm trước·0 comments

Finite-State Transducers in Language and Speech Processing (1997)

aclanthology.org
3 points·by yeesian·3 năm trước·1 comments

Finite-State Transducer

en.wikipedia.org
6 points·by yeesian·3 năm trước·1 comments

comments

yeesian
·3 năm trước·discuss
FST implementation in Rust: https://news.ycombinator.com/item?id=38096511
yeesian
·3 năm trước·discuss
Relatedly (from a data structures perspective): https://news.ycombinator.com/item?id=10551280
yeesian
·3 năm trước·discuss
This was posted in the past (https://news.ycombinator.com/item?id=20502032); just re-posting now in light of their potential application to LLM grammars (https://news.ycombinator.com/item?id=38082219 for context)
yeesian
·3 năm trước·discuss
Relatedly:

Llama: Add grammar-based sampling - https://news.ycombinator.com/item?id=36819906 (105 comments)

ReLLM: Exact Structure for Large Language Model Completions - https://news.ycombinator.com/item?id=35829399 (13 comments)

Show HN: Structured output from LLMs without reprompting - https://news.ycombinator.com/item?id=36750083 (54 comments)

Show HN: LLMs can generate valid JSON 100% of the time - https://news.ycombinator.com/item?id=37125118 (303 comments)

A guidance language for controlling LLMs - https://news.ycombinator.com/item?id=35963936 (190 comments)

LMQL: A query language for programming (large) language models - https://news.ycombinator.com/item?id=35956484 (12 comments)
yeesian
·3 năm trước·discuss
https://archive.ph/hlh06
yeesian
·3 năm trước·discuss
https://cloud.google.com/vertex-ai/docs/start/explore-models...
yeesian
·3 năm trước·discuss
https://cloud.google.com/vertex-ai/docs/start/explore-models...
yeesian
·3 năm trước·discuss
(This is more of a link-dump than a paper discussion --)

For the line of inquiry w.r.t tensor compilers and MLIR/LLVM (linalg, polyhedral, [sparse_]tensor, etc), I personally found the following really helpful: https://news.ycombinator.com/item?id=25545373 (links to a survey), https://github.com/merrymercy/awesome-tensor-compilers

I also have an interest in the community more widely associated with pandas/dataframes-like languages (e.g. modin/dask/ray/polars/ibis) with substrait/calcite/arrow their choice of IR. Some links: https://github.com/modin-project/modin, https://github.com/dask/dask/issues/8980, https://news.ycombinator.com/item?id=16510610, https://news.ycombinator.com/item?id=35521785

I broadly classify them as such since the former has a stronger disposition towards linear/tensor-algebra, while the latter towards relational algebra, and it isn't yet clear (to me) how well innovations in one carry over to the other (if they do), and hence I'm also curious to hear more about proposals for a unified language across linalg and relational alg (e.g. https://news.ycombinator.com/item?id=36349015).

I'm particularly interested in pandas precisely because it seems to be right at the intersection of both forms of algebra (and draws a strong reaction from people who are familiar/comfortable with one community and not the other). See e.g. https://datapythonista.me/blog/pandas-20-and-the-arrow-revol... and https://wesmckinney.com/blog/apache-arrow-pandas-internals/
yeesian
·3 năm trước·discuss
Previous discussion: https://news.ycombinator.com/item?id=12399580
yeesian
·3 năm trước·discuss
That's cool, thanks for sharing! Do you know how close they are to their example use cases [1]? So far I've only been able to find a tool for calcite SQL parsing [2] but not the portion connecting to Arrow C++ compute kernel yet.

[1]: https://substrait.io/#example-use-cases [2]: https://substrait.io/tools/producer_tools/