From dc040c6ff5c57e56ee62990aba5d04b2c336884c Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Thu, 20 Mar 2025 23:29:52 -0400 Subject: [PATCH 01/14] Update quickstart.md --- content/guides/quickstart.md | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index e974e6f0c7..64731c3a8a 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -110,12 +110,10 @@ for epoch in range(2, epochs): # run.log_code() ``` -Visit the W&B App at [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss during each training step. +Visit the W&B App at [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss during each training step. The following image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. {{< img src="/images/quickstart/quickstart_image.png" alt="Shows loss and accuracy tracked from each run." >}} -The preceding image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. - ## Next steps Explore more features of the W&B ecosystem: @@ -125,4 +123,4 @@ Explore more features of the W&B ecosystem: 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). 5. Analyze datasets, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). -6. Access W&B AI Academy to learn about LLMs, MLOps, and W&B Models through hands-on [courses](https://wandb.me/courses). \ No newline at end of file +6. Access W&B AI Academy to learn about LLMs, MLOps, and W&B Models through hands-on [courses](https://wandb.me/courses). From 35e234ffed6063ea2d3cc421fb483e9bb140c7e2 Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Thu, 20 Mar 2025 23:39:25 -0400 Subject: [PATCH 02/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 64731c3a8a..dc0891602c 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -123,4 +123,4 @@ Explore more features of the W&B ecosystem: 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). 5. Analyze datasets, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). -6. Access W&B AI Academy to learn about LLMs, MLOps, and W&B Models through hands-on [courses](https://wandb.me/courses). +6. Visit W&B AI Academy to learn about LLMs, MLOps, and W&B Models through hands-on [courses](https://wandb.me/courses). From 1802108fe7bb273c9564c7fee3a6ec0f82ece07e Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Thu, 20 Mar 2025 23:59:10 -0400 Subject: [PATCH 03/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index dc0891602c..96dc1652d5 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -118,7 +118,7 @@ Visit the W&B App at [wandb.ai/home](https://wandb.ai/home) to view recorded met Explore more features of the W&B ecosystem: -1. Review [W&B Integrations]({{< relref "guides/integrations/" >}}) to combine W&B with ML frameworks like PyTorch, ML libraries like Hugging Face, or services like SageMaker. +1. Read our [W&B Integrations]({{< relref "guides/integrations/" >}}) tutorials that combine W&B with ML frameworks like PyTorch, ML libraries like Hugging Face, or services like SageMaker. 2. Organize runs, automate visualizations, summarize findings, and share updates with collaborators using [W&B Reports]({{< relref "/guides/core/reports/" >}}). 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). From e91a4d81b0e4e1dc248ae0d8f88ac1e284fe08db Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:15:21 -0400 Subject: [PATCH 04/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 96dc1652d5..7c29668344 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -118,7 +118,7 @@ Visit the W&B App at [wandb.ai/home](https://wandb.ai/home) to view recorded met Explore more features of the W&B ecosystem: -1. Read our [W&B Integrations]({{< relref "guides/integrations/" >}}) tutorials that combine W&B with ML frameworks like PyTorch, ML libraries like Hugging Face, or services like SageMaker. +1. Read the [W&B Integration tutorials]({{< relref "guides/integrations/" >}}) that combine W&B with ML frameworks like PyTorch, ML libraries like Hugging Face, or services like SageMaker. 2. Organize runs, automate visualizations, summarize findings, and share updates with collaborators using [W&B Reports]({{< relref "/guides/core/reports/" >}}). 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). From 033d63b9fd8c4f42df402cd41ab7dd060d8c3d2a Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:17:39 -0400 Subject: [PATCH 05/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 7c29668344..be3fd44bad 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -110,7 +110,7 @@ for epoch in range(2, epochs): # run.log_code() ``` -Visit the W&B App at [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss during each training step. The following image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. +Visit [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss during each training step. The following image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. {{< img src="/images/quickstart/quickstart_image.png" alt="Shows loss and accuracy tracked from each run." >}} From 0597192dc4f888427f6f3c7823e8cfa0d0a3bfd7 Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:21:12 -0400 Subject: [PATCH 06/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index be3fd44bad..91b35a38f5 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -110,7 +110,7 @@ for epoch in range(2, epochs): # run.log_code() ``` -Visit [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss during each training step. The following image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. +Visit [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as accuracy and loss and how they changed during each training step. The following image shows the loss and accuracy tracked from each run. Each run object appears in the **Runs** column with generated names. {{< img src="/images/quickstart/quickstart_image.png" alt="Shows loss and accuracy tracked from each run." >}} From 0b6a7608612b6695fa0f253635dee8290b9f9672 Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:24:36 -0400 Subject: [PATCH 07/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 91b35a38f5..a8b302e98e 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -118,7 +118,7 @@ Visit [wandb.ai/home](https://wandb.ai/home) to view recorded metrics such as ac Explore more features of the W&B ecosystem: -1. Read the [W&B Integration tutorials]({{< relref "guides/integrations/" >}}) that combine W&B with ML frameworks like PyTorch, ML libraries like Hugging Face, or services like SageMaker. +1. Read the [W&B Integration tutorials]({{< relref "guides/integrations/" >}}) that combine W&B with frameworks like PyTorch, libraries like Hugging Face, and services like SageMaker. 2. Organize runs, automate visualizations, summarize findings, and share updates with collaborators using [W&B Reports]({{< relref "/guides/core/reports/" >}}). 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). From 0b38552e31af64fa6d99553d898663792401931b Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:27:14 -0400 Subject: [PATCH 08/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index a8b302e98e..ee87bf1539 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -123,4 +123,4 @@ Explore more features of the W&B ecosystem: 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). 5. Analyze datasets, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). -6. Visit W&B AI Academy to learn about LLMs, MLOps, and W&B Models through hands-on [courses](https://wandb.me/courses). +6. Visit [W&B AI Academy](https://wandb.ai/site/courses/) to learn about LLMs, MLOps, and W&B Models through hands-on courses. From ccc845e05afe886c6f4e4695d78c653398a2aa8e Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:34:01 -0400 Subject: [PATCH 09/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index ee87bf1539..673fd80378 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -121,6 +121,6 @@ Explore more features of the W&B ecosystem: 1. Read the [W&B Integration tutorials]({{< relref "guides/integrations/" >}}) that combine W&B with frameworks like PyTorch, libraries like Hugging Face, and services like SageMaker. 2. Organize runs, automate visualizations, summarize findings, and share updates with collaborators using [W&B Reports]({{< relref "/guides/core/reports/" >}}). 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. -4. Automate hyperparameter searches and explore models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). +4. Automate hyperparameter searches and optimize models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). 5. Analyze datasets, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). 6. Visit [W&B AI Academy](https://wandb.ai/site/courses/) to learn about LLMs, MLOps, and W&B Models through hands-on courses. From fe34e5424a020be435ae5fe2b564433dab6b9f8a Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:40:50 -0400 Subject: [PATCH 10/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 673fd80378..bd78cf1b2a 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -122,5 +122,5 @@ Explore more features of the W&B ecosystem: 2. Organize runs, automate visualizations, summarize findings, and share updates with collaborators using [W&B Reports]({{< relref "/guides/core/reports/" >}}). 3. Create [W&B Artifacts]({{< relref "/guides/core/artifacts/" >}}) to track datasets, models, dependencies, and results throughout your machine learning pipeline. 4. Automate hyperparameter searches and optimize models with [W&B Sweeps]({{< relref "/guides/models/sweeps/" >}}). -5. Analyze datasets, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). +5. Analyze runs, visualize model predictions, and share insights on a [central dashboard]({{< relref "/guides/models/tables/" >}}). 6. Visit [W&B AI Academy](https://wandb.ai/site/courses/) to learn about LLMs, MLOps, and W&B Models through hands-on courses. From d754fae7a26ae86b623e0f26f5fd29c225d236ba Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:48:29 -0400 Subject: [PATCH 11/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index bd78cf1b2a..460d81d802 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -73,7 +73,7 @@ run = wandb.init( ) ``` -A [run]({{< relref "/guides/models/track/runs/" >}}) serves as the core element of W&B, used to [track metrics]({{< relref "/guides/models/track/" >}}), [create logs]({{< relref "/guides/core/artifacts/" >}}), and more. +A [run]({{< relref "/guides/models/track/runs/" >}}) serves as the core element of W&B, used to [track metrics]({{< relref "/guides/models/track/" >}}), [create logs]({{< relref "/guides/models/track/log/" >}}), and more. ## Assemble the components From c044a2ed5563b4a3987731ea9041e0c9b3225310 Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:54:10 -0400 Subject: [PATCH 12/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 460d81d802..7ba7dee2bf 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -16,7 +16,7 @@ To authenticate your machine with W&B, generate an API key from your user profil ## Install the `wandb` library and log in -Install the `wandb` library and log in by following these steps: +Install the `wandb` library and log in. {{< tabpane text=true >}} {{% tab header="Command Line" value="cli" %}} From 44c86c97e8ca4f7e59a3f56a4888b7c743e9b10a Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 00:54:45 -0400 Subject: [PATCH 13/14] Update quickstart.md --- content/guides/quickstart.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 7ba7dee2bf..1fbd315a37 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -16,8 +16,6 @@ To authenticate your machine with W&B, generate an API key from your user profil ## Install the `wandb` library and log in -Install the `wandb` library and log in. - {{< tabpane text=true >}} {{% tab header="Command Line" value="cli" %}} From 03ee5112c0a91a2ed3585804634803f7c3dc9869 Mon Sep 17 00:00:00 2001 From: John Mulhausen Date: Fri, 21 Mar 2025 14:08:53 -0400 Subject: [PATCH 14/14] Update quickstart.md --- content/guides/quickstart.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/guides/quickstart.md b/content/guides/quickstart.md index 1fbd315a37..ab4908cf4f 100644 --- a/content/guides/quickstart.md +++ b/content/guides/quickstart.md @@ -59,7 +59,7 @@ wandb.login() ## Start a run and track hyperparameters -In your Python script or notebook, initialize a W&B run object with [`wandb.init()`]({{< relref "/ref/python/run.md" >}}). Use a dictionary for the `config` parameter to specify hyperparameter names and values: +In your Python script or notebook, initialize a W&B run object with [`wandb.init()`]({{< relref "/ref/python/run.md" >}}). Use a dictionary for the `config` parameter to specify hyperparameter names and values. ```python run = wandb.init(