corpus.blog
56,966 blogs · 4,417,066 posts Claim your blog
Record · corpus.blog/posts/01a08c56-0d4d-7296-a00c-45e484941209

AI Engineering Primer

timkellogg.me · published 19 December 2024

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at timkellogg.me Wayback capture
0blogs citing
First cited
—
Most recent
—
Rank this month
not ranked
Links from this post
100
Words captured
1,975

Cited by

No blog we hold has cited this post yet.

Links from this post

Link
Host
https://www.langchain.com/
langchain.com
https://www.llamaindex.ai/
llamaindex.ai
https://www.griptape.ai/
griptape.ai
https://haystack.deepset.ai/
haystack.deepset.ai
https://dspy.ai/
dspy.ai
https://www.gradio.app/
gradio.app
https://cloud.google.com/use-cases/retrieval-augmented-generation?hl=en
cloud.google.com
https://www.promptingguide.ai/techniques/cot
promptingguide.ai
https://www.promptingguide.ai/techniques/react
promptingguide.ai
https://arxiv.org/abs/2001.08361
arxiv.org
https://paperswithcode.com/dataset/mmlu
paperswithcode.com
https://paperswithcode.com/dataset/gsm8k
paperswithcode.com
https://arxiv.org/abs/1905.07830
arxiv.org
https://paperswithcode.com/sota/code-generation-on-humaneval
paperswithcode.com
https://huggingface.co/open-llm-leaderboard
huggingface.co
https://arxiv.org/html/2410.18745v1
arxiv.org
Introducing OpenAI o1 Read at the source ↗
openai.com
https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute
huggingface.co
https://bsky.app/profile/timkellogg.me/post/3ld4jte5f2s23
bsky.app
https://blog.google/technology/google-deepmind/google-gemini-ai-update-december-2024/
blog.google
https://www.anthropic.com/news/prompt-caching
anthropic.com
https://www.anthropic.com/news/contextual-retrieval
anthropic.com
https://www.promptingguide.ai/
promptingguide.ai
https://newsletter.threatprompt.com/
newsletter.threatprompt.com
https://simonwillison.net/
simonwillison.net
https://cerebras.ai/
cerebras.ai
https://groq.com/
groq.com
https://blog.codingconfessions.com/p/groq-lpu-design
blog.codingconfessions.com
https://www.together.ai/
together.ai
https://www.pinecone.io/
pinecone.io
https://qdrant.tech/
qdrant.tech
https://github.com/pgvector/pgvector
github.com
https://redis.io/docs/latest/develop/get-started/vector-database/
redis.io
https://antirez.com/
antirez.com
From where I left Read at the source ↗
antirez.com
https://ollama.com/
ollama.com
https://blog.vllm.ai/2023/06/20/vllm.html
blog.vllm.ai
https://www.reddit.com/r/LocalLLaMA/comments/1ffzsy0/real_world_use_cases_for_small_llm_on_edge_devices/
reddit.com
https://huggingface.co/docs/diffusers/en/training/lora
huggingface.co
https://machinelearningmastery.com/transfer-learning-for-deep-learning/
machinelearningmastery.com
Model Distillation in the API Read at the source ↗
openai.com
https://huggingface.co/docs/optimum/en/concept_guides/quantization
huggingface.co
https://www.reddit.com/r/LocalLLaMA/comments/1brcnps/is_inferencing_memory_bandwidth_limited/
reddit.com
https://huggingface.co/learn/nlp-course/en/chapter1/4
huggingface.co
Mixture of Experts Explained Read at the source ↗
huggingface.co
Adversarial Attacks on LLMs Read at the source ↗
lilianweng.github.io
https://www.lesswrong.com/posts/tEPHGZAb63dfq2v8n/how-useful-is-mechanistic-interpretability
lesswrong.com
https://www.anthropic.com/research/decomposing-language-models-into-understandable-components
anthropic.com
https://www.anthropic.com/research/mapping-mind-language-model
anthropic.com
https://artificialintelligenceact.eu/
artificialintelligenceact.eu
https://www.anthropic.com/news/core-views-on-ai-safety
anthropic.com
https://www.humanbrainproject.eu/en/follow-hbp/news/2023/08/09/embodied-ai-bridging-gap-human-cognition/
humanbrainproject.eu
https://www.salesforce.com/agentforce/autonomous-agents/
salesforce.com
https://techcrunch.com/2024/12/14/what-are-ai-world-models-and-why-do-they-matter/
techcrunch.com
https://arxiv.org/abs/2410.21784
arxiv.org
https://huggingface.co/docs
huggingface.co
https://platform.openai.com/docs/concepts
platform.openai.com
https://docs.anthropic.com/en/docs/welcome
docs.anthropic.com
https://cohere.com/llmu
cohere.com
https://www.deeplearning.ai/
deeplearning.ai
https://youtu.be/wjZofJX0v4M
youtu.be
https://openai.com/news/
openai.com
https://www.anthropic.com/news
anthropic.com
https://huggingface.co/blog
huggingface.co
https://cohere.com/blog
cohere.com
https://qwenlm.github.io/blog/
qwenlm.github.io
https://www.deepseek.com/
deepseek.com
https://allenai.org/blog
allenai.org
https://bsky.app/profile/simonwillison.net
bsky.app
https://twitter.com/simonw
twitter.com
https://fedi.simonwillison.net/@simon
fedi.simonwillison.net
https://github.com/simonw/
github.com
https://www.natolambert.com/
natolambert.com
https://twitter.com/natolambert
twitter.com
https://github.com/natolambert
github.com
https://bsky.app/profile/antirez.bsky.social
bsky.app
https://github.com/antirez
github.com
https://eugeneyan.com/
eugeneyan.com
AI Product Engineering Notes Read at the source ↗
hamel.dev
https://bsky.app/profile/hamel.bsky.social
bsky.app
https://twitter.com/HamelHusain
twitter.com
https://github.com/hamelsmu/
github.com
https://jxnl.co/
jxnl.co
https://twitter.com/jxnlco
twitter.com
https://github.com/jxnl
github.com
https://huyenchip.com/
huyenchip.com
https://huyenchip.com/books/
huyenchip.com
https://bsky.app/profile/chiphuyen.bsky.social
bsky.app
https://twitter.com/chipro
twitter.com
https://github.com/chiphuyen
github.com
https://lilianweng.github.io/
lilianweng.github.io
https://twitter.com/lilianweng/
twitter.com
https://github.com/lilianweng
github.com
https://www.reddit.com/r/LocalLLaMA/
reddit.com
https://alphasignal.ai/
alphasignal.ai
https://www.therundown.ai/subscribe
therundown.ai
https://www.interconnects.ai/
interconnects.ai
https://huggingface.co/docs/transformers/index
huggingface.co
https://bsky.app/profile/timkellogg.me/post/3ldlobd7uuc2i
bsky.app
https://github.com/tkellogg/tkellogg.github.com/
github.com