From d1ecdd75bd205e2b644f585daf22d0e654b0c331 Mon Sep 17 00:00:00 2001 From: "Peter St. John" Date: Thu, 19 Feb 2026 07:57:44 -0800 Subject: [PATCH] add strong scaling cp benchmarks for llama3 Signed-off-by: Peter St. John --- .../recipes/llama3_native_te/README.md | 9 ++++++++- .../recipes/70b-cp-benchmarks-flat-ctx.png | Bin 0 -> 51479 bytes .../70b-cp-benchmarks-increasing-ctx.png | Bin 0 -> 58091 bytes .../assets/images/recipes/70b-cp-benchmarks.png | Bin 55202 -> 0 bytes 4 files changed, 8 insertions(+), 1 deletion(-) create mode 100644 docs/docs/assets/images/recipes/70b-cp-benchmarks-flat-ctx.png create mode 100644 docs/docs/assets/images/recipes/70b-cp-benchmarks-increasing-ctx.png delete mode 100644 docs/docs/assets/images/recipes/70b-cp-benchmarks.png diff --git a/bionemo-recipes/recipes/llama3_native_te/README.md b/bionemo-recipes/recipes/llama3_native_te/README.md index 7f593157ab..204cc8dbaf 100644 --- a/bionemo-recipes/recipes/llama3_native_te/README.md +++ b/bionemo-recipes/recipes/llama3_native_te/README.md @@ -48,7 +48,7 @@ for the list of dependencies. ### Performance Benchmarks

- Llama 3 Context Parallelism Benchmarks + Llama 3 Context Parallelism Benchmarks

Scaling Llama 3 70B with Context Parallelism (CP) on 32x NVIDIA GB300 GPUs (NVL32) with synthetic data of increasing @@ -64,6 +64,13 @@ def compute_model_pflops(seq_len, global_batch_size, step_time_s): return model_flops / 1e15 ``` +Performing the same experiment with a fixed context length of 8192 (increasing micro batch size to hold the global batch +size constant) more clearly shows the overhead introduced by context parallelism communication. + +

+ Llama 3 Context Parallelism Benchmarks +

+ ### Convergence Benchmarks

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