From 1dd555f20e003276b1c10adff82e73653903143d Mon Sep 17 00:00:00 2001 From: Adam G <61303668+AdamG012@users.noreply.github.com> Date: Thu, 5 Oct 2023 22:26:15 +1100 Subject: [PATCH 1/2] feat: added flash-llm paper --- _blog.yml | 24 ++++++-- assets/flash-llm/thumbnail.png | Bin 0 -> 174245 bytes flash-llm.md | 101 +++++++++++++++++++++++++++++++++ 3 files changed, 119 insertions(+), 6 deletions(-) create mode 100644 assets/flash-llm/thumbnail.png create mode 100644 flash-llm.md diff --git a/_blog.yml b/_blog.yml index a28eb2cef9..cda125c534 100644 --- a/_blog.yml +++ b/_blog.yml @@ -1792,7 +1792,7 @@ - fine-tuning - community - dreambooth - + - local: mantis-case-study title: "Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too" author: mattupson @@ -1991,7 +1991,7 @@ - rl - rlhf - nlp - + - local: snorkel-case-study title: "Snorkel AI x Hugging Face: unlock foundation models for enterprises" author: VioletteLepercq @@ -2734,7 +2734,7 @@ - security - local: codellama - title: "Code Llama: Llama 2 learns to code" + title: "Code Llama: Llama 2 learns to code" author: philschmid thumbnail: /blog/assets/160_codellama/thumbnail.jpg date: August 25, 2023 @@ -2860,7 +2860,7 @@ - guide - cv - game-dev - + - local: rocketmoney-case-study title: "Rocket Money x Hugging Face: Scaling Volatile ML Models in Production" author: nicokuzak @@ -2915,7 +2915,7 @@ - diffusers - rl - rlhf - + - local: ethics-soc-5 title: "Ethics and Society Newsletter #5: Hugging Face Goes To Washington and Other Summer 2023 Musings" author: meg @@ -2968,4 +2968,16 @@ - open-source-collab - onnxruntime - onnx - - inference \ No newline at end of file + - inference + + +- local: flash-llm + title: "Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity" + author: adamg012 + thumbnail: /blog/assets/flash-llm/thumbnail.png + date: October 5, 2023 + tags: + - LLM + - nlp + - flash-attention + - research diff 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zIWh5uLPk`<_0-h@*zF*Q?VvqFp(Su8?${K$-ur(jO7~_RM?nLkKc%HeR>yoggR39^ zLq92mTip)qz&wDzIxGBDIU=nyrOLfOD&-RknR8;i({c6PH^TQ_Q`NWMG~<$c*?E(K zDO4z$w&yR^Li%5>B?;Rh+n_R2(fbk6r9;dg#E17iY_%}xa{fAa5brPjrh`&4)w-wI!wQWAfu!!75xS)Z`kH8wy)*khzJ`omA` zj|R;FQv9YbqHii*Uj|Y2amQt|6de|gl3v$JvxUMMp)zEYFf$=hZh zf8Dnz@EyOu-O}@=aup$)AD5zH3!_T(_wUk85inHuJe+1GEnmtgR}%BdYPpJSF}rUxGg5C{bSi)Olxr%w|^@I57goP>!$hVMWc#$W6N z^8fjsK+q#O@PEEHA`$vuuOTH6qFe~O{?}_P@Rj&S2mj;h|MitLhxC8Hg0w$}?0w8hb-sd8|5TqoejvkhjI4mJ!A}OgLDXnnyn5cw=f`r6Z zI^&oBuM6Bg9b6m({{JsXH(t1g3xxj9Z}4?-zj)c#*4^v>|C&CnR|U9+iFnOLe-}pu zP5h^}FF{_y{Pu?o{FLqg{M5k3|Dv0j2HqDFsXRRh$D|~@ZdqOU|Gvij|9Oq1 Wyv()K#Ywz|psRUC Date: Thu, 5 Oct 2023 22:27:44 +1100 Subject: [PATCH 2/2] feat: added md file --- flash-llm.md | 1 + 1 file changed, 1 insertion(+) diff --git a/flash-llm.md b/flash-llm.md index 6d52425ad5..c6ec604af0 100644 --- a/flash-llm.md +++ b/flash-llm.md @@ -5,6 +5,7 @@ authors: - user: adamg012 --- + # Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity Authors: