From ea2501e0037c54dc8296a56c0b5f97c14745f066 Mon Sep 17 00:00:00 2001 From: mrmer1 Date: Mon, 27 Jan 2025 13:08:03 +0800 Subject: [PATCH] classify for default models deprecation --- ...-31-classify-default-model-deprecation.mdx | 14 +++++++++++ .../going-to-production/deprecations.mdx | 5 ++++ .../text-embeddings/text-classification-1.mdx | 2 +- .../text-classification-with-cohere.mdx | 3 +++ .../text-embeddings/text-classification-1.mdx | 2 +- .../text-classification-with-cohere.mdx | 2 +- fern/v1.yml | 24 +++++++++---------- fern/v2.yml | 24 +++++++++---------- 8 files changed, 47 insertions(+), 29 deletions(-) create mode 100644 fern/pages/changelog/2025-01-31-classify-default-model-deprecation.mdx diff --git a/fern/pages/changelog/2025-01-31-classify-default-model-deprecation.mdx b/fern/pages/changelog/2025-01-31-classify-default-model-deprecation.mdx new file mode 100644 index 000000000..04b996614 --- /dev/null +++ b/fern/pages/changelog/2025-01-31-classify-default-model-deprecation.mdx @@ -0,0 +1,14 @@ +--- +title: "Deprecation of the Classify endpoint via default Embed models" +slug: "changelog/classify-default-model-deprecation" +createdAt: "Thu Jan 31 2025 12:51:00 (MST)" +hidden: false +description: >- + Usage of Classify endpoint via the default Embed models is now deprecated. Usage of Classify endpoint via a fine-tuned Embed model is not affected. +--- + +Effective January 31st, 2025, we are deprecating the use of default Embed models with the Classify endpoint. + +This deprecation does not affect usage of the Classify endpoint with fine-tuned Embed models. Fine-tuned models continue to be fully supported and are recommended for achieving optimal classification performance. + +For guidance on implementing Classify with fine-tuned models, please refer to our [Classify fine-tuning documentation](https://docs.cohere.com/docs/classify-fine-tuning). \ No newline at end of file diff --git a/fern/pages/going-to-production/deprecations.mdx b/fern/pages/going-to-production/deprecations.mdx index c3583486d..ef5753b58 100644 --- a/fern/pages/going-to-production/deprecations.mdx +++ b/fern/pages/going-to-production/deprecations.mdx @@ -37,6 +37,11 @@ Fine-tuned models created from these base models are not affected by this deprec | 2025-03-31 | `rerank-english-v2.0` | $1.00 / 1K searches | `rerank-v3.5`| | 2025-03-31 | `rerank-multilingual-v2.0` | $1.00 / 1K searches | `rerank-v3.5`| +### 2025-01-31: Default Classify endpoint +After January 31st, 2025, usage of Classify endpoint via the default Embed models will be deprecated. + +However, you can still use the Classify endpoint with a fine-tuned Embed model. By leveraging fine-tuning, you can achieve even better performance and accuracy in your classification tasks. Read the documentation on [Classify fine-tuning](https://docs.cohere.com/docs/classify-fine-tuning) for more information. + # Best Practices: 1. Regularly check our documentation for updates on announcements regarding the status of models. 2. Test applications with newer models well before the shutdown date of your current model. diff --git a/fern/pages/text-embeddings/text-classification-1.mdx b/fern/pages/text-embeddings/text-classification-1.mdx index 1d9adc91d..e988b8561 100644 --- a/fern/pages/text-embeddings/text-classification-1.mdx +++ b/fern/pages/text-embeddings/text-classification-1.mdx @@ -2,7 +2,7 @@ title: "Text Classification" slug: "docs/text-classification-1" -hidden: false +hidden: true description: "The document explains how use Cohere's LLM platform to perform text classification tasks." image: "../../assets/images/907e4c1-meta_docs_image_cohere.jpg" diff --git a/fern/pages/text-embeddings/text-classification-with-cohere.mdx b/fern/pages/text-embeddings/text-classification-with-cohere.mdx index 7d5c11903..5d96b754c 100644 --- a/fern/pages/text-embeddings/text-classification-with-cohere.mdx +++ b/fern/pages/text-embeddings/text-classification-with-cohere.mdx @@ -1,5 +1,8 @@ --- title: Text Classification + +hidden: true + description: >- How to perform text classification using Cohere's classify endpoint. keywords: 'text classification, Cohere, large language models, word embeddings' diff --git a/fern/pages/v2/text-embeddings/text-classification-1.mdx b/fern/pages/v2/text-embeddings/text-classification-1.mdx index f48be3ca3..38f2fbe2f 100644 --- a/fern/pages/v2/text-embeddings/text-classification-1.mdx +++ b/fern/pages/v2/text-embeddings/text-classification-1.mdx @@ -2,7 +2,7 @@ title: "A Guide to Automated Text Classification" slug: "v2/docs/text-classification-1" -hidden: false +hidden: true description: "The document explains how use Cohere's LLM platform to perform text classification tasks." image: "../../../assets/images/907e4c1-meta_docs_image_cohere.jpg" diff --git a/fern/pages/v2/text-embeddings/text-classification-with-cohere.mdx b/fern/pages/v2/text-embeddings/text-classification-with-cohere.mdx index 67d86d33d..a68d3b332 100644 --- a/fern/pages/v2/text-embeddings/text-classification-with-cohere.mdx +++ b/fern/pages/v2/text-embeddings/text-classification-with-cohere.mdx @@ -5,7 +5,7 @@ description: >- keywords: "text classification, Cohere, large language models, word embeddings" image: "../../../assets/images/1cf1e77-cohere_meta_image.jpg" -hidden: false +hidden: true slug: v2/docs/text-classification-with-cohere --- diff --git a/fern/v1.yml b/fern/v1.yml index 35728fdd2..f9fdc024c 100644 --- a/fern/v1.yml +++ b/fern/v1.yml @@ -153,8 +153,6 @@ navigation: path: pages/text-embeddings/reranking/overview.mdx - page: Rerank Best Practices path: pages/text-embeddings/reranking/reranking-best-practices.mdx - - page: Text Classification - path: pages/text-embeddings/text-classification-with-cohere.mdx - section: Fine-Tuning contents: - page: Introduction @@ -174,17 +172,6 @@ navigation: path: pages/fine-tuning/chat-fine-tuning/chat-understanding-the-results.mdx - page: Improving the Chat Fine-tuning Results path: pages/fine-tuning/chat-fine-tuning/chat-improving-the-results.mdx - - section: Fine-tuning for Classify - path: pages/fine-tuning/classify-fine-tuning.mdx - contents: - - page: Preparing the Classify Fine-tuning data - path: pages/fine-tuning/classify-fine-tuning/classify-preparing-the-data.mdx - - page: Training and deploying a fine-tuned model - path: pages/fine-tuning/classify-fine-tuning/classify-starting-the-training.mdx - - page: Understanding the Classify Fine-tuning Results - path: pages/fine-tuning/classify-fine-tuning/classify-understanding-the-results.mdx - - page: Improving the Classify Fine-tuning Results - path: pages/fine-tuning/classify-fine-tuning/classify-improving-the-results.mdx - section: Fine-tuning for Rerank path: pages/fine-tuning/rerank-fine-tuning.mdx contents: @@ -196,6 +183,17 @@ navigation: path: pages/fine-tuning/rerank-fine-tuning/rerank-understanding-the-results.mdx - page: Improving the Rerank Fine-tuning Results path: pages/fine-tuning/rerank-fine-tuning/rerank-improving-the-results.mdx + - section: Fine-tuning for Classify + path: pages/fine-tuning/classify-fine-tuning.mdx + contents: + - page: Preparing the Classify Fine-tuning data + path: pages/fine-tuning/classify-fine-tuning/classify-preparing-the-data.mdx + - page: Training and deploying a fine-tuned model + path: pages/fine-tuning/classify-fine-tuning/classify-starting-the-training.mdx + - page: Understanding the Classify Fine-tuning Results + path: pages/fine-tuning/classify-fine-tuning/classify-understanding-the-results.mdx + - page: Improving the Classify Fine-tuning Results + path: pages/fine-tuning/classify-fine-tuning/classify-improving-the-results.mdx - page: FAQs / Troubleshooting path: pages/fine-tuning/troubleshooting-a-fine-tuned-model.mdx - section: Going to Production diff --git a/fern/v2.yml b/fern/v2.yml index cd4331694..19b92c3dc 100644 --- a/fern/v2.yml +++ b/fern/v2.yml @@ -138,8 +138,6 @@ navigation: path: pages/v2/text-embeddings/reranking/overview.mdx - page: Rerank Best Practices path: pages/v2/text-embeddings/reranking/reranking-best-practices.mdx - - page: Text Classification - path: pages/v2/text-embeddings/text-classification-with-cohere.mdx - section: Fine-Tuning contents: - page: Introduction @@ -159,17 +157,6 @@ navigation: path: pages/fine-tuning/chat-fine-tuning/chat-understanding-the-results.mdx - page: Improving the Chat Fine-tuning Results path: pages/fine-tuning/chat-fine-tuning/chat-improving-the-results.mdx - - section: Fine-tuning for Classify - path: pages/fine-tuning/classify-fine-tuning.mdx - contents: - - page: Preparing the Classify Fine-tuning data - path: pages/v2/fine-tuning/classify-fine-tuning/classify-preparing-the-data.mdx - - page: Train and deploy a fine-tuned model - path: pages/v2/fine-tuning/classify-fine-tuning/classify-starting-the-training.mdx - - page: Understanding the Classify Fine-tuning Results - path: pages/fine-tuning/classify-fine-tuning/classify-understanding-the-results.mdx - - page: Improving the Classify Fine-tuning Results - path: pages/fine-tuning/classify-fine-tuning/classify-improving-the-results.mdx - section: Fine-tuning for Rerank path: pages/fine-tuning/rerank-fine-tuning.mdx contents: @@ -181,6 +168,17 @@ navigation: path: pages/fine-tuning/rerank-fine-tuning/rerank-understanding-the-results.mdx - page: Improving the Rerank Fine-tuning Results path: pages/fine-tuning/rerank-fine-tuning/rerank-improving-the-results.mdx + - section: Fine-tuning for Classify + path: pages/fine-tuning/classify-fine-tuning.mdx + contents: + - page: Preparing the Classify Fine-tuning data + path: pages/v2/fine-tuning/classify-fine-tuning/classify-preparing-the-data.mdx + - page: Train and deploy a fine-tuned model + path: pages/v2/fine-tuning/classify-fine-tuning/classify-starting-the-training.mdx + - page: Understanding the Classify Fine-tuning Results + path: pages/fine-tuning/classify-fine-tuning/classify-understanding-the-results.mdx + - page: Improving the Classify Fine-tuning Results + path: pages/fine-tuning/classify-fine-tuning/classify-improving-the-results.mdx - page: FAQs / Troubleshooting path: pages/fine-tuning/troubleshooting-a-fine-tuned-model.mdx - section: Going to Production