From 78341a9b4df77ddebd007f8b766d5b0d8516be7b Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Tue, 22 Apr 2025 14:38:48 -0700 Subject: [PATCH 1/7] Add blog post "PyTorch 2.7 Release" Signed-off-by: Chris Abraham --- _posts/2025-04-22-pytorch-2-7.md | 152 +++++++++++++++++++++++++++++++ 1 file changed, 152 insertions(+) create mode 100644 _posts/2025-04-22-pytorch-2-7.md diff --git a/_posts/2025-04-22-pytorch-2-7.md b/_posts/2025-04-22-pytorch-2-7.md new file mode 100644 index 000000000000..876dace0e91d --- /dev/null +++ b/_posts/2025-04-22-pytorch-2-7.md @@ -0,0 +1,152 @@ +--- +layout: blog_detail +title: "PyTorch 2.7 Release" +--- + +We are excited to announce the release of PyTorch® 2.7 ([release notes](https://github.com/pytorch/pytorch/releases/tag/v2.7.0))! This release features support for NVIDIA's new Blackwell GPU architecture and pre-built wheels for CUDA 12.8 across Linux x86 and arm64 architectures. It also includes *torch.compile* support for Torch Function Modes which enables users to override any *torch.** operation to implement custom user-defined behavior. Other key features include Mega Cache which allows users to have end-to-end portable caching for torch; and new features for FlexAttention - LLM first token processing, LLM throughput mode optimization and Flex Attention for Inference. + +This release is composed of 3262 commits from 457 contributors since PyTorch 2.6. We want to sincerely thank our dedicated community for your contributions. As always, we encourage you to try these out and report any issues as we improve 2.7. More information about how to get started with the PyTorch 2-series can be found at our [Getting Started](https://pytorch.org/get-started/pytorch-2.0/) page. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Beta + Prototype +
Torch.Compile support for Torch Function Modes + NVIDIA Blackwell Architecture Support +
Mega Cache + PyTorch Native Context Parallel +
+ Enhancing Intel GPU Acceleration +
+ FlexAttention LLM first token processing on X86 CPUs +
+ FlexAttention LLM throughput mode optimization on X86 CPUs +
+ Foreach Map +
+ Flex Attention for Inference +
+ Prologue Fusion Support in Inductor +
+ + +*To see a full list of public feature submissions click [here](https://docs.google.com/spreadsheets/d/1TzGkWuUMF1yTe88adz1dt2mzbIsZLd3PBasy588VWgk/edit?usp=sharing). + + +## BETA FEATURES + + +### [Beta] Torch.Compile support for Torch Function Modes + +This feature enables users to override any *torch.** operation to implement custom user-defined behavior. For example, ops can be rewritten to accommodate a specific backend. This is used in FlexAttention to re-write indexing ops. + +See the [tutorial](https://pytorch.org/tutorials/recipes/torch_compile_torch_function_modes.html) for more information. + + +### [Beta] Mega Cache + +Mega Cache allows users to have end-to-end portable caching for torch. The intended use case is after compiling and executing a model, the user calls *torch.compiler.save_cache_artifacts()* which will return the compiler artifacts in a portable form. Later, potentially on a different machine, the user may call *torch.compiler.load_cache_artifacts()* with these artifacts to pre-populate the torch.compile caches in order to jump-start their cache. + +See the [tutorial](https://pytorch.org/tutorials/recipes/torch_compile_caching_tutorial.html#torch-compile-end-to-end-caching-mega-cache) for more information. + + +## PROTOTYPE FEATURES + + +### [Prototype] NVIDIA Blackwell Architecture Support + +PyTorch 2.7 introduces support for NVIDIA's new Blackwell GPU architecture and ships pre-built wheels for CUDA 12.8. For more details on CUDA 12.8 see [Cuda Toolkit Release](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html). + +* Core components and libraries including CuDNN, NCCL, and Cutlass have been upgraded to ensure compatibility with Blackwell GPUs. +* PyTorch 2.7 includes Triton 3.3, which adds support for the Blackwell architecture with torch.compile compatibility. +* To utilize these new features, install PyTorch with CUDA 12.8 using: p*ip install torch==2.7.0 --index-url https://download.pytorch.org/whl/cu128* + +More context can also be found [here](https://github.com/pytorch/pytorch/issues/146518). + + +### [Prototype] PyTorch Native Context Parallel + +PyTorch Context Parallel API allows users to create a Python context so that every *torch.nn.functional.scaled_dot_product_attention() *call within will run with context parallelism. Currently, PyTorch Context Parallel supports 3 attention backends: 1. Flash attention; 2. Efficient attention; and 3. CuDNN attention. + +As an example, this is [used within TorchTitan as the Context Parallel solution for LLM training](https://discuss.pytorch.org/t/distributed-w-torchtitan-breaking-barriers-training-long-context-llms-with-1m-sequence-length-in-pytorch-using-context-parallel/215082). + +See [tutorial](https://pytorch.org/tutorials/prototype/context_parallel.html) here. + + +### [Prototype] Enhancing Intel GPU Acceleration + +This latest release introduces enhanced performance optimizations for Intel GPU architectures. These improvements accelerate workloads across various Intel GPUs through the following key enhancements: + +* Enable torch.compile on Windows 11 for Intel GPUs, delivering the performance advantages over eager mode as on Linux. +* Optimize the performance of PyTorch 2 Export Post Training Quantization (PT2E) on Intel GPU to provide a full graph mode quantization pipelines with enhanced computational efficiency. +* Improve Scaled Dot-Product Attention (SDPA) inference performance with bfloat16 and float16 to accelerate attention-based models on Intel GPUs. +* Enable AOTInuctor and torch.export on Linux to simplify deployment workflows. +* Implement more Aten operators to enhance the continuity of operators execution on Intel GPU and increase the performance on Intel GPU in eager mode. +* Enable profiler on both Windows and Linux to facilitate model performance analysis. +* Expand the Intel GPUs support to [Intel® Core™ Ultra Series 2 with Intel® Arc™ Graphics](https://www.intel.com/content/www/us/en/products/details/processors/core-ultra.html), and [Intel® Arc™ B-Series graphics](https://www.intel.com/content/www/us/en/products/docs/discrete-gpus/arc/desktop/b-series/overview.html) on both Windows and Linux. + +For more information regarding Intel GPU support, please refer to [Getting Started Guide](https://pytorch.org/docs/main/notes/get_start_xpu.html). + +See also the tutorials [here](https://pytorch.org/tutorials/prototype/inductor_windows.html) and [here](https://pytorch.org/tutorials/prototype/pt2e_quant_xpu_inductor.html). + + +### [Prototype] FlexAttention LLM first token processing on X86 CPUs + +FlexAttention X86 CPU support was first introduced in PyTorch 2.6, offering optimized implementations — such as PageAttention, which is critical for LLM inference—via the TorchInductor C++ backend. In PyTorch 2.7, more attention variants for first token processing of LLMs are supported. With this feature, users can have a smoother experience running FlexAttention on x86 CPUs, replacing specific *scaled_dot_product_attention* operators with a unified FlexAttention API, and benefiting from general support and good performance when using torch.compile. + + +### [Prototype] FlexAttention LLM throughput mode optimization + +The performance of FlexAttention on x86 CPUs for LLM inference throughput scenarios has been further improved by adopting the new C++ micro-GEMM template ability. This addresses the performance bottlenecks for large batch size scenarios present in PyTorch 2.6. With this enhancement, users can transparently benefit from better performance and a smoother experience when using FlexAttention APIs and torch.compile for LLM throughput serving on x86 CPUs. + + +### [Prototype] Foreach Map[3341](https://github.com/pytorch/tutorials/pull/3341) + +This feature uses torch.compile to allow users to apply any pointwise or user-defined function (e.g. torch.add) to lists of tensors, akin to the existing *torch._foreach_** ops. The main advantage over the existing *torch._foreach_** ops is that any mix of scalars or lists of tensors can be supplied as arguments, and even user-defined python functions can be lifted to apply to lists of tensors. Torch.compile will automatically generate a horizontally fused kernel for optimal performance. + +See [tutorial](https://pytorch.org/tutorials/recipes/foreach_map.html) here. + + +### [Prototype] Flex Attention for Inference + +In release 2.5.0, [FlexAttention](https://pytorch.org/blog/flexattention/)* torch.nn.attention.flex_attention* was introduced for ML researchers who’d like to customize their attention kernels without writing kernel code. This update introduces a decoding backend optimized for inference, supporting GQA and PagedAttention, along with feature updates including nested jagged tensor support, performance tuning guides and trainable biases support. + +### [Prototype] Prologue Fusion Support in Inductor + +Prologue fusion optimizes matrix multiplication (matmul) operations by fusing operations that come before the matmul into the matmul kernel itself, improving performance by reducing global memory bandwidth. + From 43936964b3ef17b7d91d986b0098019eb955f08c Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 07:13:08 -0700 Subject: [PATCH 2/7] Adding webinar Signed-off-by: Chris Abraham --- _events/autonomous-language-model-systems.md | 23 +++++++++ .../autonomous-language-model-systems.png | Bin 0 -> 350206 bytes autonomous-language-model-systems.html | 46 ++++++++++++++++++ 3 files changed, 69 insertions(+) create mode 100644 _events/autonomous-language-model-systems.md create mode 100644 assets/images/autonomous-language-model-systems.png create mode 100644 autonomous-language-model-systems.html diff --git a/_events/autonomous-language-model-systems.md b/_events/autonomous-language-model-systems.md new file mode 100644 index 000000000000..3057ec97db01 --- /dev/null +++ b/_events/autonomous-language-model-systems.md @@ -0,0 +1,23 @@ +--- +category: event +title: "Towards Autonomous Language Model Systems" +date: May 21, 2025 +poster: assets/images/pt-day-cfp.png +--- + + +Towards Autonomous Language Model Systems + + +**Date**: May 21, 2025, 2PM ET +**Location**: Online + +Language models (LMs) are increasingly used to assist users in day to day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? + +In this talk, Ofir Press will discuss efforts to build autonomous LM systems, focusing on the software engineering domain. Ofir will present SWE-bench, a novel method for measuring AI systems on their abilities to fix real issues in popular software libraries. Ofir will then discuss SWE-agent, a system for solving SWE-bench tasks. + +SWE-bench and SWE-agent are used by many leading AI organizations in academia and industry, including OpenAI, Anthropic, Meta, and Google, and SWE-bench has been downloaded over 2 million times. These projects show that academics on tight budgets can have a substantial impact in steering the research community toward building autonomous systems that can complete challenging tasks. + +Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During my PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team. + +[Register Now](/autonomous-language-model-systems/) diff --git a/assets/images/autonomous-language-model-systems.png b/assets/images/autonomous-language-model-systems.png new file mode 100644 index 0000000000000000000000000000000000000000..06b75fe2c6be09cb903eafa796c39f413203237a GIT binary patch literal 350206 zcmbrm3tUWj{|A1~Ofy|(rWB2?C>1r6ZpNj=77@u3O-Gb7WlA$D-NZ!BlA=N`4I-Dw zra9__77<4&wp?RoS4(~_p=PnHVP*0Eoa{c&@Atf(|L^y_{{PoJ&uh&zb7tn8@Avb0 z-#)W(_N-|FGdnW`K?Ku7r$itK_ZtLZ=b5nJk>y?r1N_HyS?K%>1TnwF{2wh9ncE|X z(Yd5~SSA)e(?32nd6aB%YMgx3isWVRYy_DwX~i;Gyi%SyEKZ)7loB}N)!7Rph9xZy z91$f6_YPk+S-vDGRFy8DtC}@0UZsp5zj(x?iDna4_`?B`<(aZ!E0UL{WcaTL9MOMV zfA}}^u-6E9Qu^Wq|A;A5|9T4C3mmZ|Gjo~0msfUn_NZ*XQK{*PUOwZ;kN5KS_44)g zglBkWtW3$2t?*3A7!F4;8`gh}De{c?^rU5(NvSErm}AP~QnNAxM~pBV_Sd0RoB3G7hE4eTeE*=u8O+_UZ!%Y&)_>>gy`@S0 z@3c&oo*|#Na+y4EM1(veH7h+{-hTw*LSK>QHGTvvj&)D&jao+!ULH{5B=kw>KX2maIzRJXZe!zb|*8kiIUd-8D 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+ +
+
+
+
+ Towards Autonomous Language Model Systems +

Towards Autonomous Language Model Systems

+

+ Date: May 21, 2025, 2PM ET +
+ Speaker: Ofir Press +
+
+ Language models (LMs) are increasingly used to assist users in day to day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? +

+ +In this talk, Ofir Press will discuss efforts to build autonomous LM systems, focusing on the software engineering domain. Ofir will present SWE-bench, a novel method for measuring AI systems on their abilities to fix real issues in popular software libraries. Ofir will then discuss SWE-agent, a system for solving SWE-bench tasks. +

+ +SWE-bench and SWE-agent are used by many leading AI organizations in academia and industry, including OpenAI, Anthropic, Meta, and Google, and SWE-bench has been downloaded over 2 million times. These projects show that academics on tight budgets can have a substantial impact in steering the research community toward building autonomous systems that can complete challenging tasks. +

+ +Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During my PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team. +

+ Register now to attend this event. +

+

+
+
+
+
\ No newline at end of file From 15d827ed4a245065757652a236de0c23e72bc557 Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 07:47:48 -0700 Subject: [PATCH 3/7] fix date Signed-off-by: Chris Abraham --- _events/autonomous-language-model-systems.md | 2 +- autonomous-language-model-systems.html | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/_events/autonomous-language-model-systems.md b/_events/autonomous-language-model-systems.md index 3057ec97db01..c4b6a01dbe28 100644 --- a/_events/autonomous-language-model-systems.md +++ b/_events/autonomous-language-model-systems.md @@ -9,7 +9,7 @@ poster: assets/images/pt-day-cfp.png Towards Autonomous Language Model Systems
-**Date**: May 21, 2025, 2PM ET +**Date**: May 21, 2025, 11AM PT / 2PM ET **Location**: Online Language models (LMs) are increasingly used to assist users in day to day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? diff --git a/autonomous-language-model-systems.html b/autonomous-language-model-systems.html index 4a27adae7739..96bc253dac40 100644 --- a/autonomous-language-model-systems.html +++ b/autonomous-language-model-systems.html @@ -21,7 +21,7 @@

PyTorch Webinars

Towards Autonomous Language Model Systems

Towards Autonomous Language Model Systems

- Date: May 21, 2025, 2PM ET + Date: May 21, 2025, 11AM PT / 2PM ET
Speaker: Ofir Press
From 0575cee77cb65aea134262cbbf390b495ef65225 Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 08:31:37 -0700 Subject: [PATCH 4/7] edits to post Signed-off-by: Chris Abraham --- _posts/2025-04-22-pytorch-2-7.md | 27 ++++++++++++++++++--------- 1 file changed, 18 insertions(+), 9 deletions(-) diff --git a/_posts/2025-04-22-pytorch-2-7.md b/_posts/2025-04-22-pytorch-2-7.md index 876dace0e91d..d8d854642b51 100644 --- a/_posts/2025-04-22-pytorch-2-7.md +++ b/_posts/2025-04-22-pytorch-2-7.md @@ -3,10 +3,16 @@ layout: blog_detail title: "PyTorch 2.7 Release" --- -We are excited to announce the release of PyTorch® 2.7 ([release notes](https://github.com/pytorch/pytorch/releases/tag/v2.7.0))! This release features support for NVIDIA's new Blackwell GPU architecture and pre-built wheels for CUDA 12.8 across Linux x86 and arm64 architectures. It also includes *torch.compile* support for Torch Function Modes which enables users to override any *torch.** operation to implement custom user-defined behavior. Other key features include Mega Cache which allows users to have end-to-end portable caching for torch; and new features for FlexAttention - LLM first token processing, LLM throughput mode optimization and Flex Attention for Inference. +We are excited to announce the release of PyTorch® 2.7 ([release notes](https://github.com/pytorch/pytorch/releases/tag/v2.7.0))! This release features: + +* support for the NVIDIA Blackwell GPU architecture and pre-built wheels for CUDA 12.8 across Linux x86 and arm64 architectures. +* *torch.compile* support for Torch Function Modes which enables users to override any *torch.** operation to implement custom user-defined behavior. +* Mega Cache which allows users to have end-to-end portable caching for torch; +* new features for FlexAttention - LLM first token processing, LLM throughput mode optimization and Flex Attention for Inference. This release is composed of 3262 commits from 457 contributors since PyTorch 2.6. We want to sincerely thank our dedicated community for your contributions. As always, we encourage you to try these out and report any issues as we improve 2.7. More information about how to get started with the PyTorch 2-series can be found at our [Getting Started](https://pytorch.org/get-started/pytorch-2.0/) page. +
Beta @@ -90,18 +96,20 @@ See the [tutorial](https://pytorch.org/tutorials/recipes/torch_compile_caching_t ### [Prototype] NVIDIA Blackwell Architecture Support -PyTorch 2.7 introduces support for NVIDIA's new Blackwell GPU architecture and ships pre-built wheels for CUDA 12.8. For more details on CUDA 12.8 see [Cuda Toolkit Release](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html). +PyTorch 2.7 introduces support for NVIDIA's new Blackwell GPU architecture and ships pre-built wheels for CUDA 12.8. For more details on CUDA 12.8 see [CUDA Toolkit Release](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html). + + -* Core components and libraries including CuDNN, NCCL, and Cutlass have been upgraded to ensure compatibility with Blackwell GPUs. +* Core components and libraries including cuDNN, NCCL, and CUTLASS have been upgraded to ensure compatibility with Blackwell platforms. * PyTorch 2.7 includes Triton 3.3, which adds support for the Blackwell architecture with torch.compile compatibility. -* To utilize these new features, install PyTorch with CUDA 12.8 using: p*ip install torch==2.7.0 --index-url https://download.pytorch.org/whl/cu128* +* To utilize these new features, install PyTorch with CUDA 12.8 using: *pip install torch==2.7.0 --index-url https://download.pytorch.org/whl/cu128* -More context can also be found [here](https://github.com/pytorch/pytorch/issues/146518). +More context can also be found [here](https://github.com/pytorch/pytorch/issues/145949). ### [Prototype] PyTorch Native Context Parallel -PyTorch Context Parallel API allows users to create a Python context so that every *torch.nn.functional.scaled_dot_product_attention() *call within will run with context parallelism. Currently, PyTorch Context Parallel supports 3 attention backends: 1. Flash attention; 2. Efficient attention; and 3. CuDNN attention. +PyTorch Context Parallel API allows users to create a Python context so that every *torch.nn.functional.scaled_dot_product_attention() *call within will run with context parallelism. Currently, PyTorch Context Parallel supports 3 attention backends: 1. Flash attention; 2. Efficient attention; and 3. cuDNN attention. As an example, this is [used within TorchTitan as the Context Parallel solution for LLM training](https://discuss.pytorch.org/t/distributed-w-torchtitan-breaking-barriers-training-long-context-llms-with-1m-sequence-length-in-pytorch-using-context-parallel/215082). @@ -112,6 +120,8 @@ See [tutorial](https://pytorch.org/tutorials/prototype/context_parallel.html) he This latest release introduces enhanced performance optimizations for Intel GPU architectures. These improvements accelerate workloads across various Intel GPUs through the following key enhancements: + + * Enable torch.compile on Windows 11 for Intel GPUs, delivering the performance advantages over eager mode as on Linux. * Optimize the performance of PyTorch 2 Export Post Training Quantization (PT2E) on Intel GPU to provide a full graph mode quantization pipelines with enhanced computational efficiency. * Improve Scaled Dot-Product Attention (SDPA) inference performance with bfloat16 and float16 to accelerate attention-based models on Intel GPUs. @@ -130,12 +140,12 @@ See also the tutorials [here](https://pytorch.org/tutorials/prototype/inductor_w FlexAttention X86 CPU support was first introduced in PyTorch 2.6, offering optimized implementations — such as PageAttention, which is critical for LLM inference—via the TorchInductor C++ backend. In PyTorch 2.7, more attention variants for first token processing of LLMs are supported. With this feature, users can have a smoother experience running FlexAttention on x86 CPUs, replacing specific *scaled_dot_product_attention* operators with a unified FlexAttention API, and benefiting from general support and good performance when using torch.compile. -### [Prototype] FlexAttention LLM throughput mode optimization +### [Prototype] FlexAttention LLM throughput mode optimization The performance of FlexAttention on x86 CPUs for LLM inference throughput scenarios has been further improved by adopting the new C++ micro-GEMM template ability. This addresses the performance bottlenecks for large batch size scenarios present in PyTorch 2.6. With this enhancement, users can transparently benefit from better performance and a smoother experience when using FlexAttention APIs and torch.compile for LLM throughput serving on x86 CPUs. -### [Prototype] Foreach Map[3341](https://github.com/pytorch/tutorials/pull/3341) +### [Prototype] Foreach Map This feature uses torch.compile to allow users to apply any pointwise or user-defined function (e.g. torch.add) to lists of tensors, akin to the existing *torch._foreach_** ops. The main advantage over the existing *torch._foreach_** ops is that any mix of scalars or lists of tensors can be supplied as arguments, and even user-defined python functions can be lifted to apply to lists of tensors. Torch.compile will automatically generate a horizontally fused kernel for optimal performance. @@ -149,4 +159,3 @@ In release 2.5.0, [FlexAttention](https://pytorch.org/blog/flexattention/)* torc ### [Prototype] Prologue Fusion Support in Inductor Prologue fusion optimizes matrix multiplication (matmul) operations by fusing operations that come before the matmul into the matmul kernel itself, improving performance by reducing global memory bandwidth. - From 02713c4d3dfd3f6e65797c27aed19d196c3ec272 Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 10:04:17 -0700 Subject: [PATCH 5/7] edits Signed-off-by: Chris Abraham --- _events/autonomous-language-model-systems.md | 4 ++-- autonomous-language-model-systems.html | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/_events/autonomous-language-model-systems.md b/_events/autonomous-language-model-systems.md index c4b6a01dbe28..20a240be91a1 100644 --- a/_events/autonomous-language-model-systems.md +++ b/_events/autonomous-language-model-systems.md @@ -12,12 +12,12 @@ poster: assets/images/pt-day-cfp.png **Date**: May 21, 2025, 11AM PT / 2PM ET **Location**: Online -Language models (LMs) are increasingly used to assist users in day to day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? +Language models (LMs) are increasingly used to assist users in day-to-day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? In this talk, Ofir Press will discuss efforts to build autonomous LM systems, focusing on the software engineering domain. Ofir will present SWE-bench, a novel method for measuring AI systems on their abilities to fix real issues in popular software libraries. Ofir will then discuss SWE-agent, a system for solving SWE-bench tasks. SWE-bench and SWE-agent are used by many leading AI organizations in academia and industry, including OpenAI, Anthropic, Meta, and Google, and SWE-bench has been downloaded over 2 million times. These projects show that academics on tight budgets can have a substantial impact in steering the research community toward building autonomous systems that can complete challenging tasks. -Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During my PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team. +Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During their PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team. [Register Now](/autonomous-language-model-systems/) diff --git a/autonomous-language-model-systems.html b/autonomous-language-model-systems.html index 96bc253dac40..86fcbd588de5 100644 --- a/autonomous-language-model-systems.html +++ b/autonomous-language-model-systems.html @@ -26,7 +26,7 @@

Towards Autonomous Language Model Systems

Speaker: Ofir Press

- Language models (LMs) are increasingly used to assist users in day to day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end? + Language models (LMs) are increasingly used to assist users in day-to-day tasks such as programming (Github Copilot) or search (Google's AI Overviews). But can we build language model systems that are able to autonomously complete entire tasks end-to-end?

In this talk, Ofir Press will discuss efforts to build autonomous LM systems, focusing on the software engineering domain. Ofir will present SWE-bench, a novel method for measuring AI systems on their abilities to fix real issues in popular software libraries. Ofir will then discuss SWE-agent, a system for solving SWE-bench tasks. @@ -35,7 +35,7 @@

Towards Autonomous Language Model Systems

SWE-bench and SWE-agent are used by many leading AI organizations in academia and industry, including OpenAI, Anthropic, Meta, and Google, and SWE-bench has been downloaded over 2 million times. These projects show that academics on tight budgets can have a substantial impact in steering the research community toward building autonomous systems that can complete challenging tasks.

-Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During my PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team. +Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During their PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team.

Register now to attend this event.
From 8001d1bc48f0e2b45b2a63d1823491579f5dac54 Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 10:21:00 -0700 Subject: [PATCH 6/7] f Signed-off-by: Chris Abraham --- autonomous-language-model-systems.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/autonomous-language-model-systems.html b/autonomous-language-model-systems.html index 86fcbd588de5..d877db3f41bc 100644 --- a/autonomous-language-model-systems.html +++ b/autonomous-language-model-systems.html @@ -37,7 +37,7 @@

Towards Autonomous Language Model Systems

Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During their PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team.

- Register now to attend this event. +

Register now to attend this event.

From b3093c97c370544260e641e62edc755f6a513d8d Mon Sep 17 00:00:00 2001 From: Chris Abraham Date: Wed, 23 Apr 2025 10:24:50 -0700 Subject: [PATCH 7/7] f Signed-off-by: Chris Abraham --- autonomous-language-model-systems.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/autonomous-language-model-systems.html b/autonomous-language-model-systems.html index d877db3f41bc..3b065fafb852 100644 --- a/autonomous-language-model-systems.html +++ b/autonomous-language-model-systems.html @@ -37,7 +37,7 @@

Towards Autonomous Language Model Systems

Ofir is a postdoc at Princeton University, where they mainly work with Karthik Narasimhan's lab. Ofir previously completed their PhD at the University of Washington in Seattle, where Ofir was advised by Noah Smith. During their PhD, Ofir spent two years at Facebook AI Research Labs on Luke Zettlemoyer's team.

-

Register now to attend this event.

+

Register now to attend this event