fixes

mishig25 · mishig25 · commit 9627f924b9fb · 2025-11-07T14:24:32.000+01:00
diff --git a/1b-sentence-embeddings.md b/1b-sentence-embeddings.md
@@ -1,5 +1,6 @@
 ---
-title: "Train a Sentence Embedding Model with 1B Training Pairs"
+title: Train a Sentence Embedding Model with 1B Training Pairs
+thumbnail: /blog/assets/32_1b_sentence_embeddings/model.png
 authors:
 - user: asi
   guest: true
diff --git a/accelerated-inference.md b/accelerated-inference.md
@@ -1,6 +1,8 @@
 ---
-title: "How we sped up transformer inference 100x for 🤗 API customers"
+title: How we sped up transformer inference 100x for 🤗 API customers
 thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
+authors:
+- user: Narsil
 ---
 
 # How we sped up transformer inference 100x for 🤗 API customers
diff --git a/bert-cpu-scaling-part-2.md b/bert-cpu-scaling-part-2.md
@@ -1,5 +1,6 @@
 ---
-title: "Scaling up BERT-like model Inference on modern CPU  - Part 2"
+title: Scaling up BERT-like model Inference on modern CPU  - Part 2
+thumbnail: /blog/assets/35_bert_cpu_scaling_part_2/openmp.png
 authors:
 - user: echarlaix
 - user: jeffboudier
diff --git a/community-update.md b/community-update.md
@@ -1,6 +1,8 @@
 ---
 title: Introducing Pull Requests and Discussions 🥳
 thumbnail: /blog/assets/76_community_update/thumbnail.png
+authors:
+- user: victor
 ---
 
 # Introducing Pull Requests and Discussions 🥳
diff --git a/debate.md b/debate.md
@@ -1,5 +1,5 @@
 ---
-title: "Letting Large Models Debate: The First Multilingual LLM Debate Competition"
+title: 'Letting Large Models Debate: The First Multilingual LLM Debate Competition'
 authors:
 - user: xuanricheng
   guest: true
@@ -35,6 +35,7 @@ authors:
   org: Huggingface
 - user: clefourrier
   org: Huggingface
+thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_flageval.png
 ---
 
 # Letting Large Models Debate: The First Multilingual LLM Debate Competition
diff --git a/deploy-hugging-face-models-easily-with-amazon-sagemaker.md b/deploy-hugging-face-models-easily-with-amazon-sagemaker.md
@@ -1,6 +1,8 @@
 ---
-title: 'Deploy Hugging Face models easily with Amazon SageMaker'
+title: Deploy Hugging Face models easily with Amazon SageMaker
 thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
+authors:
+- user: philschmid
 ---
 
 <img src="/blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/cover.png" alt="hugging-face-and-aws-logo" class="w-full">
diff --git a/deploy-with-openvino.md b/deploy-with-openvino.md
@@ -20,6 +20,7 @@ authors:
   guest: true
   org: Intel
 - user: echarlaix
+thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
 ---
 
 # Optimize and deploy models with Optimum-Intel and OpenVINO GenAI
diff --git a/few-shot-learning-gpt-neo-and-inference-api.md b/few-shot-learning-gpt-neo-and-inference-api.md
@@ -1,8 +1,8 @@
 ---
 title: 'Few-shot learning in practice: GPT-Neo and the 🤗 Accelerated Inference API'
-# thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/thumbnail.png
 authors:
 - user: philschmid
+thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png
 ---
 
 # Few-shot learning in practice: GPT-Neo and the 🤗 Accelerated Inference API
diff --git a/galore.md b/galore.md
@@ -1,5 +1,5 @@
 ---
-title: "GaLore: Advancing Large Model Training on Consumer-grade Hardware"
+title: 'GaLore: Advancing Large Model Training on Consumer-grade Hardware'
 authors:
 - user: Titus-von-Koeller
 - user: jiaweizhao
@@ -13,6 +13,7 @@ authors:
 - user: amyeroberts
 - user: smangrul
 - user: BenjaminB
+thumbnail: /blog/assets/galore_introduction/thumbnail.png
 ---
 
 # GaLore: Advancing Large Model Training on Consumer-grade Hardware
diff --git a/gradient_accumulation.md b/gradient_accumulation.md
@@ -1,4 +1,3 @@
-
 ---
 title: "Fixing Gradient Accumulation" 
 thumbnail: /blog/assets/gradient_accumulation/gradient_accumulation.png
diff --git a/graphml-classification.md b/graphml-classification.md
@@ -1,6 +1,8 @@
 ---
-title: "Graph Classification with Transformers" 
+title: Graph Classification with Transformers
 thumbnail: /blog/assets/125_intro-to-graphml/thumbnail_classification.png
+authors:
+- user: clefourrier
 ---
 
 # Graph classification with Transformers
diff --git a/hardware-partners-program.md b/hardware-partners-program.md
@@ -1,10 +1,11 @@
 ---
-title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
+title: 'Introducing Optimum: The Optimization Toolkit for Transformers at Scale'
 authors:
 - user: mfuntowicz
 - user: echarlaix
 - user: michaelbenayoun
 - user: jeffboudier
+thumbnail: /blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png
 ---
 
 
diff --git a/image-preferences.md b/image-preferences.md
@@ -1,4 +1,3 @@
-
 ---
 title: "Open Preference Dataset for Text-to-Image Generation by the 🤗 Community"
 thumbnail: /blog/assets/image_preferences/thumbnail.png
diff --git a/inference-providers-nebius-novita-hyperbolic.md b/inference-providers-nebius-novita-hyperbolic.md
@@ -1,5 +1,6 @@
 ---
-title: "Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI Studio, and Novita 🔥"
+title: 'Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI
+  Studio, and Novita 🔥'
 thumbnail: /blog/assets/inference-providers/second-batch-thumbnail.webp
 authors:
 - user: julien-c
diff --git a/ml-director-insights-4.md b/ml-director-insights-4.md
@@ -1,6 +1,8 @@
 ---
-title: "Director of Machine Learning Insights [Part 4]"
+title: Director of Machine Learning Insights [Part 4]
 thumbnail: /blog/assets/78_ml_director_insights/part4.png
+authors:
+- user: Violette
 ---
 
 
diff --git a/ml-web-games.md b/ml-web-games.md
@@ -1,4 +1,3 @@
-
 ---
 title: "Making ML-powered web games with Transformers.js" 
 thumbnail: /blog/assets/ml-web-games/thumbnail.png
diff --git a/scripts/validate-yaml.ts b/scripts/validate-yaml.ts
@@ -61,8 +61,13 @@ for (const lang of ["", "zh/"]) {
     });
 
     for (const mdFile of localMdFiles) {
+      // Skip special files
+      if (mdFile === "README.md" || mdFile === "CONTRIBUTING.md") {
+        continue;
+      }
+      
       const content = Deno.readTextFileSync("../" + lang + mdFile);
-      const frontmatterMatch = content.match(/^---\n([\s\S]*?)\n---/);
+      const frontmatterMatch = content.match(/^---\r?\n([\s\S]*?)\r?\n---/);
       
       if (!frontmatterMatch) {
         throw new Error(`No frontmatter found in ${lang}${mdFile}`);
diff --git a/the-partnership-amazon-sagemaker-and-hugging-face.md b/the-partnership-amazon-sagemaker-and-hugging-face.md
@@ -1,6 +1,8 @@
 ---
 title: 'The Partnership: Amazon SageMaker and Hugging Face'
 thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
+authors:
+- user: philschmid
 ---
 
 <img src="/blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/cover.png" alt="hugging-face-and-aws-logo" class="w-full">
diff --git a/voice-consent-gate.md b/voice-consent-gate.md
@@ -1,6 +1,6 @@
 ---
-title: "Voice Cloning with Consent" 
-thumbnail: /blog/assets/voice-consent-gate/
+title: Voice Cloning with Consent
+thumbnail: /blog/assets/voice-consent-gate/thumbnail.png
 authors:
 - user: meg
 - user: frimelle
diff --git a/zh/accelerated-inference.md b/zh/accelerated-inference.md
@@ -1,10 +1,12 @@
 ---
-title: "如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍"
+title: 如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍
 thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
 translators:
 - user: MatrixYao
 - user: zhongdongy
   proofreader: true
+authors:
+- user: Narsil
 ---
 
 # 如何成功将 🤗 API 客户的 transformer 模型推理速度加快 100 倍 
diff --git a/zh/deploy-with-openvino.md b/zh/deploy-with-openvino.md
@@ -24,6 +24,7 @@ translators:
 - user: Zipxuan
 - user: zhongdongy
   proofreader: true
+thumbnail: /blog/assets/deploy-with-openvino/openvino_genai_workflow.png
 ---
 
 # 使用 Optimum-Intel 和 OpenVINO GenAI 优化和部署模型

Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,3 @@`
`1`		`-`
`2`	`1`	`---`
`3`	`2`	`title: "Fixing Gradient Accumulation"`
`4`	`3`	`thumbnail: /blog/assets/gradient_accumulation/gradient_accumulation.png`