Cohere

5 statements across 5 episodes · 2 bullish · 0 bearish · 5 people on the record · first statement Sep 19, 2024 by Umar Jamil · said 13 times in 9 episodes since 2023 · across every show →

Mentions by year

brought up most by Shawn Wang (5), Umar Jamil (2), Will Brown (1), Luca Soldani (1), Loubna Ben Allal (1), Eugene Yan (1)

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Everything said about Cohere, oldest first

Sep 19, 2024 neutral
Assertion Not checkable as stated
Jamil: OpenAI and Cohere Overlap Prefill and Generation to Maximize GPU Utilization
“Token generation is memory bound means that the limitation is only given by how much your KVCache can hold. So the memory can hold in terms of KVCache. While prefilling is compute bound, so to maximize the GPU utilization, whenever you work with OpenAI or Cohe…”
Umar Jamil Sep 19, 2024 ▶ 43:05 [Paper Club] Writing in the Margins: Chunked Prefill KV Caching for Long Context Retrieval
Nov 29, 2024 bullish
Assertion Partly supported
Eugene Yan: Ensembled LLMs outperform standalone GPT-4 for evaluation tasks
“So in this paper here by Kohir, what they did was they have a reference model, and this reference model is GPT-IV. And then essentially what they did was the ensemble command R, Haiku, and GPT-IV. And I can't remember what the I think the ensemble was just maj…”
Eugene Yan Nov 29, 2024 ▶ 43:37 [Paper Club] DocETL: Agentic Query Rewriting + Eval for Complex Document Processing w Shreya Shankar
Dec 24, 2024 positive
Insight
Ben Allal: Pooling multiple teacher models produces superior synthetic datasets
“Synthetic data, it doesn't have to come from a single model. And because we have so many good models now, you could like pull these models together and get like a dataset that's over really high quality and that's diverse and that's covers all your needs.”
Loubna Ben Allal Dec 24, 2024 ▶ 16:26 Best of 2024: Synthetic Data / Smol Models, Loubna Ben Allal, HuggingFace [LS Live! @ NeurIPS 2024]
May 9, 2025 neutral
Assertion Supported
Cohere used extensive asynchronous model merging to build its flagship models
“Coherent to this very extensively in their latest flagship model, command A”
Will Brown May 9, 2025 ▶ 15:11 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
Dec 31, 2025 neutral
Assertion Supported
Arena sampled open-source models at 60/40, debunking Leaderboard Illusion paper
“But, you know, there, for example said that we were, that we only sampled, like, nine percent open source models and, like, you know, 60%, like, closed source models, and this created a gap between open and closed source. But in reality, we're actually really …”
Anastasios Angelopoulos Dec 31, 2025 ▶ 11:51 [State of Evals] LMArena's $1.7B Vision — Anastasios Angelopoulos, LMArena
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