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7419e7bdd0d4ff260875920f9c5056a346163aa1 | # Crowd Counting Dataset
The dataset includes images featuring crowds of people ranging from **0 to 5000 individuals**. The dataset includes a diverse range of scenes and scenarios, capturing crowds in various settings. Each image in the dataset is accompanied by a corresponding **JSON file** containing detailed labeling information for each person in the crowd for crowd count and classification.

**Types of crowds** in the dataset: *0-1000, 1000-2000, 2000-3000, 3000-4000 and 4000-5000*

This dataset provides a valuable resource for researchers and developers working on crowd counting technology, enabling them to train and evaluate their algorithms with a wide range of crowd sizes and scenarios. It can also be used for benchmarking and comparison of different crowd counting algorithms, as well as for real-world applications such as *public safety and security, urban planning, and retail analytics*.
## Full version of the dataset includes 647 labeled images of crowds, leave a request on **[TrainingData](https://trainingdata.pro/data-market/crowd-counting?utm_source=huggingface&utm_medium=cpc&utm_campaign=crowd-counting-dataset)** to buy the dataset
### Statistics for the dataset (number of images by the crowd's size and image width):

# Get the Dataset
## This is just an example of the data
Leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/crowd-counting?utm_source=huggingface&utm_medium=cpc&utm_campaign=crowd-counting-dataset) to learn about the price and buy the dataset**
# Content
- **images** - includes original images of crowds placed in subfolders according to its size,
- **labels** - includes json-files with labeling and visualised labeling for the images in the previous folder,
- **csv file** - includes information for each image in the dataset
### File with the extension .csv
- **id**: id of the image,
- **image**: link to access the original image,
- **label**: link to access the json-file with labeling,
- **type**: type of the crowd on the photo
## **[TrainingData](https://trainingdata.pro/data-market/crowd-counting?utm_source=huggingface&utm_medium=cpc&utm_campaign=crowd-counting-dataset)** provides high-quality data annotation tailored to your needs
More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
*keywords: crowd counting, crowd density estimation, people counting, crowd analysis, image annotation, computer vision, deep learning, object detection, object counting, image classification, dense regression, crowd behavior analysis, crowd tracking, head detection, crowd segmentation, crowd motion analysis, image processing, machine learning, artificial intelligence, ai, human detection, crowd sensing, image dataset, public safety, crowd management, urban planning, event planning, traffic management* | TrainingDataPro/crowd-counting-dataset | [
"task_categories:image-classification",
"task_categories:image-to-image",
"language:en",
"license:cc-by-nc-nd-4.0",
"legal",
"code",
"region:us"
] | 2024-02-16T11:18:40+00:00 | {"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["image-classification", "image-to-image"], "tags": ["legal", "code"]} | 2024-02-16T13:04:46+00:00 |
3201bfca0c7296b07bfa0d6730b65fd0d0518f74 | Maxwell001/skill_model_formatted_1 | [
"region:us"
] | 2024-02-16T11:20:13+00:00 | {"dataset_info": {"features": [{"name": "instruction", "dtype": "string"}, {"name": "output", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 1061145, "num_examples": 1023}], "download_size": 239351, "dataset_size": 1061145}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T11:20:16+00:00 |
|
ba1bc5d9652cd8664eea8f699d8340c379d51a87 | ankush80692hf/llm_retrain | [
"region:us"
] | 2024-02-16T11:21:04+00:00 | {} | 2024-02-16T11:21:04+00:00 |
|
37d2d1db2baa564db35e8031e6eb46dfc4ebd587 | YingJie0202/test2 | [
"region:us"
] | 2024-02-16T11:27:34+00:00 | {"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 319364, "num_examples": 76}], "download_size": 76556, "dataset_size": 319364}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T11:27:35+00:00 |
|
c75aef743a6968a6c6427c4a5f40d9caa6c3a28f | ebelfrank/ITU-AN-usecases-1 | [
"region:us"
] | 2024-02-16T11:27:53+00:00 | {} | 2024-02-16T11:29:26+00:00 |
|
395d3e6b02a619008b91e294c572a95268cb5bcd | aurelio-ai/shrek-detection | [
"license:mit",
"region:us"
] | 2024-02-16T11:38:59+00:00 | {"license": "mit"} | 2024-02-17T17:22:33+00:00 |
|
502e23b7c0e1a7e7af031e20603a96305270975c | suthawadee/receipt_th_1 | [
"region:us"
] | 2024-02-16T11:41:05+00:00 | {"dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "ground_truth", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 14696947.0, "num_examples": 80}, {"name": "validation", "num_bytes": 1693188.0, "num_examples": 10}, {"name": "test", "num_bytes": 1855175.0, "num_examples": 10}], "download_size": 18156103, "dataset_size": 18245310.0}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}, {"split": "validation", "path": "data/validation-*"}, {"split": "test", "path": "data/test-*"}]}]} | 2024-02-16T11:42:58+00:00 |
|
f98999376bf3915555fa0c5681e5c332fee37026 | arthurMM801/cnh-rg-cpf | [
"region:us"
] | 2024-02-16T11:44:32+00:00 | {"dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "label", "dtype": {"class_label": {"names": {"0": "cnh_completo", "1": "cpf_completo", "2": "rg_completo"}}}}, {"name": "ground_truth", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 16204820.0, "num_examples": 48}, {"name": "test", "num_bytes": 4901507.0, "num_examples": 12}], "download_size": 21109239, "dataset_size": 21106327.0}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}, {"split": "test", "path": "data/test-*"}]}]} | 2024-02-16T14:22:42+00:00 |
|
a9d6c133fa6ddc67468bba84e584996aac9de498 | brayene/tr-ChatGPT-Jailbreak-Prompts | [
"region:us"
] | 2024-02-16T11:46:50+00:00 | {"dataset_info": {"features": [{"name": "Name", "dtype": "string"}, {"name": "Prompt", "dtype": "string"}, {"name": "Votes", "dtype": "int64"}, {"name": "Jailbreak Score", "dtype": "int64"}, {"name": "GPT-4", "dtype": "string"}, {"name": "translation", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 324859, "num_examples": 79}], "download_size": 166205, "dataset_size": 324859}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T11:46:53+00:00 |
|
515f9788290c8d4485113abf1f2d43f6df77c4cc | # Dataset Card for "HealthCareMagic-100k"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | ruslanmv/HealthCareMagic-100k | [
"region:us"
] | 2024-02-16T11:49:53+00:00 | {"configs": [{"config_name": "default"}], "dataset_info": {"features": [{"name": "instruction", "dtype": "string"}, {"name": "input", "dtype": "string"}, {"name": "output", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 126454896, "num_examples": 112165}], "download_size": 70518148, "dataset_size": 126454896}} | 2024-02-16T11:55:26+00:00 |
c840f0f3be81ff07d6c162f0aca8bcb663a27fbc | sayakpaul/mgie-results | [
"region:us"
] | 2024-02-16T11:53:22+00:00 | {} | 2024-02-16T11:53:25+00:00 |
|
ec4a0e6963d21687567c1baee3615b52c4eb0c41 | # Dataset Card for "ChatDoctor-iCliniq"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | ruslanmv/icliniq-7k | [
"region:us"
] | 2024-02-16T11:59:51+00:00 | {"configs": [{"config_name": "default"}], "dataset_info": {"features": [{"name": "input", "dtype": "string"}, {"name": "answer_icliniq", "dtype": "string"}, {"name": "answer_chatgpt", "dtype": "string"}, {"name": "answer_chatdoctor", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 16962106, "num_examples": 7321}], "download_size": 9373080, "dataset_size": 16962106}} | 2024-02-16T12:06:04+00:00 |
8e8704472b15e41cfe2ee1dc085e4f7172a77a3d | ebelfrank/fgan-annotate-dataset | [
"region:us"
] | 2024-02-16T12:01:12+00:00 | {} | 2024-02-16T12:01:12+00:00 |
|
f3c7d9ec6a1e398823e2c9023f4019a9e385e81b | benayas/banking_augmented_20pct_v1 | [
"region:us"
] | 2024-02-16T12:02:02+00:00 | {"dataset_info": {"features": [{"name": "text", "dtype": "string"}, {"name": "category", "dtype": "string"}, {"name": "__index_level_0__", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 1022684, "num_examples": 10003}], "download_size": 426228, "dataset_size": 1022684}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:02:05+00:00 |
|
6f6ee654d6899b817e842570e6c352e3d5c9c107 | jamesagilesoda/ko-corpus-cleaned-12653878-chunk_00060_00079 | [
"region:us"
] | 2024-02-16T12:06:24+00:00 | {"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 10004390119, "num_examples": 1259100}], "download_size": 5762730526, "dataset_size": 10004390119}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:14:35+00:00 |
|
db6c3ec125c140ce02c6cc13c6dda98dbeca1ff7 |
# AI Medical Chatbot Dataset
This is an experimental Dataset designed to run a Medical Chatbot
It contains at least 250k dialogues between a Patient and a Doctor.

For furter information visit the project here:
[https://github.com/ruslanmv/ai-medical-chatbot](https://github.com/ruslanmv/ai-medical-chatbot) | ruslanmv/ai-medical-chatbot | [
"region:us"
] | 2024-02-16T12:10:13+00:00 | {"configs": [{"config_name": "default", "data_files": [{"path": "dialogues.*", "split": "train"}]}], "dataset_info": {"dataset_size": 141665910, "download_size": 141665910, "features": [{"dtype": "string", "name": "Description"}, {"dtype": "string", "name": "Patient"}, {"dtype": "string", "name": "Doctor"}], "splits": [{"name": "train", "num_bytes": 141665910, "num_examples": 256916}]}} | 2024-02-16T14:35:02+00:00 |
1771ecb2e231d6e743a6a2e32482544315a1f8e5 |
# Dataset Card for Dataset Name
<!-- Provide a quick summary of the dataset. -->
This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
## Dataset Details
### Dataset Description
<!-- Provide a longer summary of what this dataset is. -->
- **Curated by:** [More Information Needed]
- **Funded by [optional]:** [More Information Needed]
- **Shared by [optional]:** [More Information Needed]
- **Language(s) (NLP):** [More Information Needed]
- **License:** [More Information Needed]
### Dataset Sources [optional]
<!-- Provide the basic links for the dataset. -->
- **Repository:** [More Information Needed]
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]
## Uses
<!-- Address questions around how the dataset is intended to be used. -->
### Direct Use
<!-- This section describes suitable use cases for the dataset. -->
[More Information Needed]
### Out-of-Scope Use
<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
[More Information Needed]
## Dataset Structure
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
[More Information Needed]
## Dataset Creation
### Curation Rationale
<!-- Motivation for the creation of this dataset. -->
[More Information Needed]
### Source Data
<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
#### Data Collection and Processing
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
[More Information Needed]
#### Who are the source data producers?
<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
[More Information Needed]
### Annotations [optional]
<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
#### Annotation process
<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
[More Information Needed]
#### Who are the annotators?
<!-- This section describes the people or systems who created the annotations. -->
[More Information Needed]
#### Personal and Sensitive Information
<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
[More Information Needed]
## Bias, Risks, and Limitations
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
[More Information Needed]
### Recommendations
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
## Citation [optional]
<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
[More Information Needed]
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## Glossary [optional]
<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
[More Information Needed]
## More Information [optional]
[More Information Needed]
## Dataset Card Authors [optional]
[More Information Needed]
## Dataset Card Contact
[More Information Needed] | Izazk/izaz-mind2web-dataset | [
"task_categories:text-generation",
"task_categories:text-classification",
"task_categories:feature-extraction",
"size_categories:10K<n<100K",
"code",
"biology",
"webdataset",
"climate",
"finance",
"legal",
"region:us"
] | 2024-02-16T12:12:56+00:00 | {"size_categories": ["10K<n<100K"], "task_categories": ["text-generation", "text-classification", "feature-extraction"], "pretty_name": "Mind2webAction", "tags": ["code", "biology", "webdataset", "climate", "finance", "legal"]} | 2024-02-16T12:34:30+00:00 |
ed6a9eb1e92d159f49bcef76a87d52ed26e741d6 | lab42/cov-vqa-raw-10 | [
"region:us"
] | 2024-02-16T12:12:57+00:00 | {"dataset_info": {"features": [{"name": "image_0", "dtype": "image"}, {"name": "image_1", "dtype": "image"}, {"name": "image_2", "dtype": "image"}, {"name": "images_rest", "sequence": "image"}, {"name": "mask_0", "dtype": "image"}, {"name": "mask_1", "dtype": "image"}, {"name": "mask_2", "dtype": "image"}, {"name": "masks_rest", "sequence": "image"}, {"name": "conversations", "dtype": "string"}, {"name": "id", "dtype": "string"}, {"name": "dataset", "dtype": "string"}, {"name": "split", "dtype": "string"}, {"name": "n_images", "dtype": "int32"}, {"name": "n_masks", "dtype": "int32"}, {"name": "n_conversations", "dtype": "int32"}], "splits": [{"name": "train", "num_bytes": 625943.0, "num_examples": 3}], "download_size": 623530, "dataset_size": 625943.0}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:12:59+00:00 |
|
f31eceb56f4b4b0b153f762d9e6073c2278f2db5 | Xapien/er_fdocs_2000_with_dres | [
"region:us"
] | 2024-02-16T12:15:32+00:00 | {"dataset_info": {"features": [{"name": "prompts", "dtype": "string"}, {"name": "output", "struct": [{"name": "organisations", "sequence": "string"}, {"name": "orgs", "sequence": "null"}, {"name": "people", "sequence": "string"}]}], "splits": [{"name": "train", "num_bytes": 7585509, "num_examples": 2000}], "download_size": 3164642, "dataset_size": 7585509}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:47:03+00:00 |
|
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<p><span style="font-weight: 400;">Keeping up with your workout routine may give you more pep and help you get more done. The demands of daily life may be better handled by engaging in regular exercise since it increases stamina and strengthens muscles. Furthermore, it promotes the release of endorphins, neurotransmitters that are often known as the "</span><a href="https://www.facebook.com/ProtonKetoGummiesACVGummiesBuy/"><strong>feel-good" hormones</strong></a><span style="font-weight: 400;">. Positive emotions and less stress are possible thanks to endorphins.</span></p>
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<p><span style="font-weight: 400;">Developing a physically fit </span><a href="https://www.facebook.com/ProtonACVGummiesKetoGummiesBuy/"><strong>physique may also boost one's</strong></a><span style="font-weight: 400;"> confidence. When you have a healthy self-image about your physical appearance, you'll experience more happiness in all facets of your life. If you get the courage to try new things and strive for your own personal goals, you may find that the quality of your social interactions and relationships improves as a result.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>How does this product affect your health as a whole?</strong></a></span></h3>
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<p><span style="font-weight: 400;">Many people are curious about the effectiveness of </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> and wonder how quickly they will begin to feel its effects. It's important to remember that everyone has a somewhat different biochemistry, which might lead to slightly different results. However, regular users should start to observe physical improvements within only a few weeks. Within this time frame, your body will be able to adjust to the formula, and the active ingredients will have a chance to do their thing.</span></p>
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<p><span style="font-weight: 400;">The outstanding effectiveness of </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> may be attributed to the synergistic combination of its basic elements. Natural apple cider vinegar (ACV) extract is used in the production of these gummies, along with additional potent substances that are known for their effectiveness in promoting weight loss. Apple cider vinegar has been shown to increase metabolic rate and decrease fat storage. By including these gummies into your daily routine, you can guarantee that your body is getting the nutrients it needs to support your weight loss efforts. The gummies also help reduce cravings and increase fullness, both of which may lead to greater fat loss. Proton Keto Gummies work best when used in conjunction with a healthy lifestyle that includes regular exercise and a balanced diet.</span></p>
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<p><span style="font-weight: 400;">While results may vary from person to person, those who consistently use the medication and maintain a healthy lifestyle should see improvements rather quickly.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>How much does this item cost, and where can I get it?</strong></a></span></h3>
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<p><span style="font-weight: 400;">Prior to placing a purchase of </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;">, it is crucial to have a solid grasp of the payment details. The success of your transaction may be ensured if you take the time to learn about the many options and procedures involved.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Several Different Payment Options</strong></a></span></h3>
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<p><span style="font-weight: 400;">For the sake of their customers, businesses now offer a broad array of payment options. Online payment options that might fit into this category include major credit and debit cards, PayPal, and others. It is crucial that you verify the options before proceeding.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Keeping Safe by Taking Measures</strong></a></span></h3>
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<p><span style="font-weight: 400;">It is crucial to have a safe connection while making an online transaction. </span><a href="https://www.facebook.com/ProtonKetoGummiesACVGummies/"><strong>Trustworthy online merchants</strong></a><span style="font-weight: 400;"> will protect your privacy and financial data by using secure payment methods like SSL encryption. Look for indicators of security, such as encryption and the logos of trusted third parties, before entering any financial information. Payment Information When completing the purchase procedure, it is crucial that you provide accurate payment information. Providing the correct name, billing address, and contact information for the card or account holder is required.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Purchasing Confirmation</strong></a></span></h3>
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<p><span style="font-weight: 400;">After entering your billing information correctly, you must wait for a confirmation of your order before moving further. Keep this verification in case you need to refer to it later. To make a purchase of </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> with complete assurance that your financial data will be handled securely and without incident, it is important that you have a firm knowledge of the payment details associated with such a purchase.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>When thinking about the supplement, keep the following in mind:</strong></a></span></h3>
<p> </p>
<p><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> are an easily digestible dietary supplement that brings together the benefits of the ketogenic diet with the strength of apple cider vinegar (ACV). These sweets can help you achieve your weight loss goals by promoting a healthy metabolism and increasing fat burning. The chemicals used in these sweets have a stellar reputation for doing their jobs. Each gummy has a healthy dose of apple cider vinegar, which is known to aid digestion, reduce cravings, and increase energy levels. One of the best features of Proton Keto Gummies is how simple they are to use. Get all the benefits of ACV in a format that's easy to eat and transportable, so you can take use of it whenever you choose.</span></p>
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<p><span style="font-weight: 400;">In addition to providing the health advantages of apple cider vinegar, these candies also include Proton nutrients for those on a ketogenic diet. You may force your body into a metabolic state called ketosis by following a low-carb, high-fat eating plan like the ketogenic diet. In this state, fat reserves are used as energy instead of carbohydrates. The potential for significant weight loss results exists when combined with regular exercise and the appropriate diet. These sweets are a very effective dietary </span><a href="https://www.facebook.com/ProtonKetoGummiesACVGummiesBuy/"><strong>supplement</strong></a> <span style="font-weight: 400;">that may speed up your weight loss journey. They achieve this by combining key components of the ketogenic diet with the power of apple cider vinegar to boost metabolism and promote fat burning.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>This dietary supplement works by the following means:</strong></a></span></h3>
<p> </p>
<p><a href="https://www.facebook.com/ProtonACVGummiesKetoGummiesBuy/"><strong>Apple cider vinegar,</strong></a><span style="font-weight: 400;"> often known as ACV, was one of the strong ingredients in these candies, along with BHB ketones. Apple cider vinegar aids weight loss by decreasing hunger and increasing satiety. Not only does it help keep your metabolism running smoothly, but it also aids in keeping your blood sugar levels stable.</span></p>
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<p><span style="font-weight: 400;">The apple cider vinegar in these candies aids in digestion and speeds up the breakdown of fats in the body. It improves your body's ability to burn stored fat and also helps prevent fat from being deposited in other parts of the body. Also, the BHB ketones included in </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> are a great help when it comes to getting your body into ketosis.</span></p>
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<p><span style="font-weight: 400;">When your body is able to utilize fat for energy instead of glucose, it is said to be in a metabolic state known as ketosis. These candies contain exogenous ketones, which may help you enter and remain in ketosis more quickly.</span></p>
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<p><span style="font-weight: 400;">The </span><a href="https://www.facebook.com/ProtonKetoGummiesACVGummies/"><strong>Proton Keto Gummies</strong></a><span style="font-weight: 400;"> that make these gummies helpful for weight loss efforts are apple cider vinegar and BHB ketones. They facilitate entering ketosis, a condition in which the body burns fat more efficiently, by reducing cravings, increasing fat burning, maintaining normal blood sugar levels, and enhancing digestion. Remember that the results you get from weight loss pills and other items may vary depending on the individual using them.</span></p>
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<h3><span style="color: #008000;"><a style="color: #008000;" href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Please list the several benefits of utilizing this product : </strong></a></span></h3>
<p> </p>
<p><span style="font-weight: 400;">The many benefits of </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> make them a great choice for customers who are trying to boost their metabolism and keep their weight in a healthy level. Some of its numerous benefits include the following:</span></p>
<p> </p>
<p><span style="font-weight: 400;">Apple cider vinegar (ACV) is an ingredient in these gummies, and it has been widely praised for its health benefits. Apple cider vinegar promotes cleansing, aids digestion, and keeps gut flora in good condition. BHB ketones, an </span><a href="https://www.facebook.com/ProtonKetoGummiesACVGummies/"><strong>Proton</strong></a><span style="font-weight: 400;"> part of the process of establishing ketosis inside the body, are included in these gummies. In a metabolic condition known as ketosis, fat is used for energy instead of carbohydrates, leading to increased strength and decreased body fat percentage. When the body is in a state of ketosis, it produces ketone bodies.</span></p>
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<p><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> have a proprietary blend of all-natural ingredients that have been shown to curb hunger without sacrificing taste. It might help those who struggle to maintain a healthy weight or who turn to food when they're feeling down. In addition, the chewable form factor of these candies makes it simple to include them into your daily schedule. Regular use of these sweets may improve health in a number of ways. They may aid digestion, boost energy, and promote metabolic health. Benefits of Proton Keto ACV Gummies include improved digestion, increased weight loss via induction of the ketosis state, decreased appetite and cravings, and the ability to be easily consumed on the go.</span></p>
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<p><span style="font-weight: 400;">One of the most frequent concerns raised before using a new nutritional supplement is whether or not there will be any unintended consequences. </span><a href="https://healthcare24hrs.com/protonketoacvgummies"><strong>Proton Keto ACV Gummies</strong></a><span style="font-weight: 400;"> are produced with just natural ingredients, so you may use them with confidence knowing they won't do any harm. There are no artificial ingredients or chemicals in the composition that might be harmful to your health. However, it is crucial to consult with your doctor before starting a new supplementing practice, just as it is before taking any form of dietary supplement. If you're on other medications, this is very important.</span></p>
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fc4e5990c8730be7a1cc523812f66205cbc71765 | chuubjak/common_voice_13_0_th_pseudo_labelled_large_v2 | [
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5326a01a8b8df259e218541396eae3d603ce079d | Recag/Rp_CommonC_666_1 | [
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615d74f944bc8fba1bb52a240356ee2171f156cf | Recag/Rp_CommonC_666_2 | [
"region:us"
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86585604115f5490968e91755559d9804e2eede8 | Recag/Rp_CommonC_667_2 | [
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23af44bf074c53c6f927d72fc00029b8160fd4be | Recag/Rp_CommonC_668_1 | [
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88e09bae5f76cd5d9ae9b7ebced816db7e9850aa | Recag/Rp_CommonC_668_2 | [
"region:us"
] | 2024-02-16T12:23:42+00:00 | {} | 2024-02-16T12:56:06+00:00 |
|
432278cd6aed08cbe082a0c5bc4232a1099e46a6 | syedjameerbabu/mini-platypus-instruction-dataset-for-finetuning | [
"region:us"
] | 2024-02-16T12:24:31+00:00 | {"dataset_info": {"features": [{"name": "instruction", "dtype": "string"}, {"name": "output", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 4186564, "num_examples": 1000}], "download_size": 2245921, "dataset_size": 4186564}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:24:34+00:00 |
|
825ee2bb026af049c5f7cc9c8d14678fe1252b02 | fahmiaziz/fingpt | [
"region:us"
] | 2024-02-16T12:34:28+00:00 | {"dataset_info": {"features": [{"name": "instruction", "dtype": "string"}, {"name": "input", "dtype": "string"}, {"name": "output", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 3720939, "num_examples": 2000}], "download_size": 2090588, "dataset_size": 3720939}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:38:47+00:00 |
|
ce2a8309fa37f13688f2d6e29765a0ed7031e496 | sakkke/text-to-command-chatgpt | [
"license:mit",
"region:us"
] | 2024-02-16T12:36:50+00:00 | {"license": "mit"} | 2024-02-16T12:36:50+00:00 |
|
03f17dd7aa500362302de1f6dc18571286ae1f11 | Recag/Rp_CommonC_737_2 | [
"region:us"
] | 2024-02-16T12:37:48+00:00 | {} | 2024-02-16T12:51:50+00:00 |
|
734d391f2a747cb2063425b1755b7cc7518b9a03 | leo-cf-tian/im2latex-250k | [
"region:us"
] | 2024-02-16T12:37:49+00:00 | {} | 2024-02-16T12:37:49+00:00 |
|
1c00d824bed97281933e30033b7703b2ef108fa1 | El-chapoo/100k | [
"region:us"
] | 2024-02-16T12:40:47+00:00 | {"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 11869558, "num_examples": 999999}], "download_size": 11148404, "dataset_size": 11869558}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T12:40:49+00:00 |
|
2714258b09b0863963f78a667252da267b3b91ce |
# Brain Cancer MRI Object Detection & Segmentation Dataset
The dataset consists of .dcm files containing **MRI scans of the brain** of the person with a cancer. The images are **labeled** by the doctors and accompanied by **report** in PDF-format.
The dataset includes 10 studies, made from the different angles which provide a comprehensive understanding of a brain tumor structure.
### MRI study angles in the dataset

# 💴 For Commercial Usage: Full version of the dataset includes 100,000 brain studies of people with different conditions, leave a request on **[TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-mri-cancer)** to buy the dataset
### Types of diseases and conditions in the full dataset:
- Cancer
- Multiple sclerosis
- Metastatic lesion
- Arnold-Chiari malformation
- Focal gliosis of the brain
- **AND MANY OTHER CONDITIONS**

The MRI scans provide high-resolution images of the anatomical structures, allowing medical professionals to visualize the tumor, its location, size, and surrounding tissues.
The dataset holds great value for researchers and medical professionals involved in oncology, radiology, and medical imaging. It can be used for a wide range of purposes, including developing and evaluating novel imaging techniques, training and validating machine learning algorithms for automated tumor detection and segmentation, analyzing tumor response to different treatments, and studying the relationship between imaging features and clinical outcomes.
# 💴 Buy the Dataset: This is just an example of the data. Leave a request on [https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-mri-cancer) to discuss your requirements, learn about the price and buy the dataset
# Content
### The dataset includes:
- **ST000001**: includes subfolders with 10 studies. Each study includes MRI-scans in **.dcm and .jpg formats**,
- **DICOMDIR**: includes information about the patient's condition and links to access files,
- **Brain_MRI_1.pdf**: includes medical report, provided by the radiologist,
- **.csv file**: includes id of the studies and the number of files
### Medical reports include the following data:
- Patient's **demographic information**,
- **Description** of the case,
- Preliminary **diagnosis**,
- **Recommendations** on the further actions
*All patients consented to the publication of data*
# Medical data might be collected in accordance with your requirements.
## [TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-mri-cancer) provides high-quality data annotation tailored to your needs
More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
*keywords: mri brain scan, brain tumor, brain cancer, oncology, neuroimaging, radiology, brain metastasis, glioblastoma, meningioma, pituitary tumor, medulloblastoma, astrocytoma, oligodendroglioma, ependymoma, neuro-oncology, brain lesion, brain metastasis detection, brain tumor classification, brain tumor segmentation, brain tumor diagnosis, brain tumor prognosis, brain tumor treatment, brain tumor surgery, brain tumor radiation therapy, brain tumor chemotherapy, brain tumor clinical trials, brain tumor research, brain tumor awareness, brain tumor support, brain tumor survivor, neurosurgery, neurologist, neuroradiology, neuro-oncologist, neuroscientist, medical imaging, cancer detection, cancer segmentation, tumor, computed tomography, head, skull, brain scan, eye sockets, sinuses, computer vision, deep learning* | TrainingDataPro/brain-mri-dataset | [
"task_categories:image-to-image",
"task_categories:image-classification",
"task_categories:image-segmentation",
"language:en",
"license:cc-by-nc-nd-4.0",
"code",
"medical",
"biology",
"region:us"
] | 2024-02-16T12:51:22+00:00 | {"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["image-to-image", "image-classification", "image-segmentation"], "tags": ["code", "medical", "biology"]} | 2024-02-16T13:11:45+00:00 |
c39b4e969668cc2fc7cf9e5bf2de0cc23829492c | # Dataset Card for "myriade_ontologie_corrected"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | gguichard/myriade_ontologie_corrected | [
"region:us"
] | 2024-02-16T12:51:35+00:00 | {"dataset_info": {"features": [{"name": "tokens", "sequence": "string"}, {"name": "wn_sens", "sequence": "int64"}, {"name": "input_ids", "sequence": "int32"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "sequence": "int64"}], "splits": [{"name": "train", "num_bytes": 10981396, "num_examples": 33834}], "download_size": 0, "dataset_size": 10981396}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T13:43:57+00:00 |
58f74ec15b89e9defb1a60e5553c444da8635b14 | argilla/OpenHermes-2.5-dpo | [
"region:us"
] | 2024-02-16T12:51:50+00:00 | {"dataset_info": {"features": [{"name": "conversations", "list": [{"name": "from", "dtype": "string"}, {"name": "value", "dtype": "string"}, {"name": "weight", "dtype": "float64"}]}, {"name": "input", "dtype": "string"}, {"name": "generation_model", "sequence": "string"}, {"name": "generation_prompt", "sequence": "string"}, {"name": "raw_generation_responses", "sequence": "string"}, {"name": "generations", "sequence": "string"}, {"name": "row_index", "dtype": "int64"}], "splits": [{"name": "train", "num_bytes": 2394292793, "num_examples": 454337}], "download_size": 1103884427, "dataset_size": 2394292793}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T13:23:00+00:00 |
|
9293f9fd80b2c724d0ff87791ac0bce09a319cf6 |
# Multiple Sclerosis Dataset, Brain MRI Object Detection & Segmentation Dataset
The dataset consists of .dcm files containing **MRI scans of the brain** of the person with a multiple sclerosis. The images are **labeled** by the doctors and accompanied by **report** in PDF-format.
The dataset includes **13 studies**, made from the different angles which provide a comprehensive understanding of a multiple sclerosis as a condition.
### MRI study angles in the dataset

# 💴 For Commercial Usage: Full version of the dataset includes 100,000 brain studies of people with different conditions, leave a request on **[TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=multiple-sclerosis)** to buy the dataset
### Types of diseases and conditions in the full dataset:
- Cancer
- Multiple sclerosis
- Metastatic lesion
- Arnold-Chiari malformation
- Focal gliosis of the brain
- **AND MANY OTHER CONDITIONS**

The dataset holds great value for researchers and medical professionals involved in oncology, radiology, and medical imaging. It can be used for a wide range of purposes, including developing and evaluating novel imaging techniques, training and validating machine learning algorithms for automated multiple sclerosis detection and segmentation, analyzing response to different treatments, and studying the relationship between imaging features and clinical outcomes.
# 💴 Buy the Dataset: This is just an example of the data. Leave a request on [https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=multiple-sclerosis) to discuss your requirements, learn about the price and buy the dataset
# Content
### The dataset includes:
- **ST000001**: includes subfolders with 13 studies. Each study includes MRI-scans in **.dcm and .jpg formats**,
- **DICOMDIR**: includes information about the patient's condition and links to access files,
- **Brain_MRI_2.pdf**: includes medical report, provided by the radiologist,
- **.csv file**: includes id of the studies and the number of files
### Medical reports include the following data:
- Patient's **demographic information**,
- **Description** of the case,
- Preliminary **diagnosis**,
- **Recommendations** on the further actions
*All patients consented to the publication of data*
# Medical data might be collected in accordance with your requirements.
## [TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=multiple-sclerosis) provides high-quality data annotation tailored to your needs
*keywords: brain mri, multiple sclerosis, neuroimaging, mri scans, lesions, brain atrophy, white matter abnormalities, disease progression, neurodegeneration, inflammation, imaging biomarkers, mri analysis, brain volume loss, gray matter changes, myelin damage, optic neuritis, spinal cord lesions, radiological assessment, aneurysm, cancer detection, cancer segmentation, tumor, computed tomography, head, skull, brain scan, eye sockets, sinuses, medical imaging, radiology dataset, neurology dataset, oncology dataset, image dataset, abnormalities detection, brain anatomy, health, brain formations, imaging procedure, x-rays measurements, machine learning, computer vision, deep learning* | TrainingDataPro/multiple-sclerosis-dataset | [
"task_categories:image-to-image",
"task_categories:image-classification",
"task_categories:image-segmentation",
"language:en",
"license:cc-by-nc-nd-4.0",
"biology",
"medical",
"region:us"
] | 2024-02-16T12:52:18+00:00 | {"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["image-to-image", "image-classification", "image-segmentation"], "tags": ["biology", "medical"]} | 2024-02-16T13:11:01+00:00 |
c10eeabd512f2a730e9b98e17f97f67a3944ce82 | Recag/Rp_CommonC_738_1 | [
"region:us"
] | 2024-02-16T12:52:43+00:00 | {} | 2024-02-16T13:02:29+00:00 |
|
5b47541284850d0cc2d09c5f8f50d485a2619ff0 | Recag/Rp_CommonC_738_2 | [
"region:us"
] | 2024-02-16T12:52:55+00:00 | {} | 2024-02-16T13:02:48+00:00 |
|
3d38fcde93b55f19ad6ba24de067568a3ca76882 | Recag/Rp_CommonC_738_3 | [
"region:us"
] | 2024-02-16T12:53:08+00:00 | {} | 2024-02-16T13:05:43+00:00 |
|
efd68fca13a19c0e9f33d3456b7baae506943e9b | # Brain MRI Dataset, Arnold-Chiari Malformation Detection & Segmentation
The dataset consists of .dcm files containing **MRI scans of the brain** of the person with a Arnold-Chiari Malformation. The images are **labeled** by the doctors and accompanied by **report** in PDF-format.
The dataset includes 6 studies, made from the different angles which provide a comprehensive understanding of a Arnold-Chiari Anomaly and signs of dysplasia of the cranio-vertebral junction (platybasia).
### MRI study angles in the dataset

# 💴 For Commercial Usage: Full version of the dataset includes 100,000 brain studies of people with different conditions, leave a request on **[TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-anomaly-detection)** to buy the dataset
### Types of diseases and conditions in the full dataset:
- Cancer
- Multiple sclerosis
- Metastatic lesion
- Arnold-Chiari malformation
- Focal gliosis of the brain
- **AND MANY OTHER CONDITIONS**
.gif?generation=1707995771155527&alt=media)
The dataset holds great value for researchers and medical professionals involved in oncology, radiology, and medical imaging. It can be used for a wide range of purposes, including developing and evaluating novel imaging techniques, training and validating machine learning algorithms for automated tumor detection and segmentation, analyzing tumor response to different treatments, and studying the relationship between imaging features and clinical outcomes.
# 💴 Buy the Dataset: This is just an example of the data. Leave a request on [https://trainingdata.pro/data-market](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-anomaly-detection) to discuss your requirements, learn about the price and buy the dataset
# Content
### The dataset includes:
- **ST000001**: includes subfolders with 6 studies. Each study includes MRI-scans in **.dcm and .jpg formats**,
- **DICOMDIR**: includes information about the patient's condition and links to access files,
- **Brain_MRI_3.pdf**: includes medical report, provided by the radiologist,
- **.csv file**: includes id of the studies and the number of files
### Medical reports include the following data:
- Patient's **demographic information**,
- **Description** of the case,
- Preliminary **diagnosis**,
- **Recommendations** on the further actions
*All patients consented to the publication of data*
# Medical data might be collected in accordance with your requirements.
## [TrainingData](https://trainingdata.pro/data-market/brain-mri?utm_source=huggingface&utm_medium=cpc&utm_campaign=brain-anomaly-detection) provides high-quality data annotation tailored to your needs
More datasets in TrainingData's Kaggle account: **<https://www.kaggle.com/trainingdatapro/datasets>**
TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**
*keywords: mri brain scan, brain tumor, brain cancer, oncology, neuroimaging, radiology, brain metastasis, glioblastoma, meningioma, pituitary tumor, medulloblastoma, astrocytoma, oligodendroglioma, ependymoma, neuro-oncology, brain lesion, brain metastasis detection, brain tumor classification, brain tumor segmentation, brain tumor diagnosis, brain tumor prognosis, brain tumor treatment, brain tumor surgery, brain tumor radiation therapy, brain tumor chemotherapy, brain tumor clinical trials, brain tumor research, brain tumor awareness, brain tumor support, brain tumor survivor, neurosurgery, neurologist, neuroradiology, neuro-oncologist, neuroscientist, medical imaging, cancer detection, cancer segmentation, tumor, computed tomography, head, skull, brain scan, eye sockets, sinuses, computer vision, deep learning* | TrainingDataPro/brain-anomaly-detection | [
"task_categories:image-classification",
"task_categories:image-to-image",
"task_categories:image-segmentation",
"language:en",
"license:cc-by-nc-nd-4.0",
"medical",
"code",
"biology",
"region:us"
] | 2024-02-16T12:53:26+00:00 | {"language": ["en"], "license": "cc-by-nc-nd-4.0", "task_categories": ["image-classification", "image-to-image", "image-segmentation"], "tags": ["medical", "code", "biology"]} | 2024-02-16T13:13:32+00:00 |
dbf4d09eed51f6abe91265f0fef519d04ce2c94f | Recag/Rp_CommonC_739_1 | [
"region:us"
] | 2024-02-16T12:53:41+00:00 | {} | 2024-02-16T13:08:48+00:00 |
|
ba9723ad774efc9d5c886bd3bea64b943800fb05 | Recag/Rp_CommonC_739_2 | [
"region:us"
] | 2024-02-16T12:54:05+00:00 | {} | 2024-02-16T13:14:21+00:00 |
|
e40f12ed78ce518832c92570afeded392cefda25 | Recag/Rp_CommonC_739_3 | [
"region:us"
] | 2024-02-16T12:54:22+00:00 | {} | 2024-02-16T13:13:58+00:00 |
|
fb3949ceaf4d8c0a2cf36eff4afac2057858a032 | Drewskidang/trunicatedtextboook | [
"region:us"
] | 2024-02-16T13:03:05+00:00 | {} | 2024-02-16T13:04:23+00:00 |
|
56b3b0bce35f99900a359504f3a00a3e572b05c2 | The data in this dataset is a subset of 20newsgroups/SciKit dataset:
https://scikit-learn.org/0.19/modules/generated/sklearn.datasets.fetch_20newsgroups.html#sklearn.datasets.fetch_20newsgroups
---
license: mit
dataset_info:
pretty_name: 'SciKit newsgroup20 subset'
features:
- name: index
dtype: int64
- name: Text
dtype: string
- name: Label
dtype: int32
- name: Class Name
dtype: string
task_categories:
-text classification
-sentence similarity
tags:
-text classification
-sentence similarity
splits:
- name: train
num_bytes: 799164
num_examples: 750
download_size: 477299
dataset_size: 799164
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
--- | acloudfan/newsgroups-mini | [
"task_categories:text-classification",
"task_categories:sentence-similarity",
"size_categories:1K<n<10K",
"language:en",
"license:mit",
"20newsgroups",
"scikit",
"region:us"
] | 2024-02-16T13:03:47+00:00 | {"language": ["en"], "license": "mit", "size_categories": ["1K<n<10K"], "task_categories": ["text-classification", "sentence-similarity"], "pretty_name": "scikit_20newsgroups", "tags": ["20newsgroups", "scikit"], "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}], "dataset_info": {"features": [{"name": "text", "dtype": "string"}, {"name": "class", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 493413, "num_examples": 450}], "download_size": 300272, "dataset_size": 493413}} | 2024-02-16T14:43:33+00:00 |
93f1b8a21daca27934a87aac74f92e63148b76d7 | # Open Instruct V1 Better Uncensored
This is the open-instruct-v1 dataset processed with the Better Uncensored pipeline.
About 2.5% of the dataset was removed, a quick review of the removed examples seems to point that is mostly false positives or
answers with debatable moralizing content. **No clear refusal was seen in the quick review. The original dataset may be safe for
training uncensored models, but if you want to be extra sure you can use this one.**
## Open Instruct V1 - A dataset for having LLMs follow instructions.
Open Instruct V1 is an amalgamation of different datasets which are cleaned and then collated into a singular format for training.
### Dataset Breakdown
| Dataset | Amount of Samples |
|----------------|-------------------|
| [Alpaca](https://github.com/tatsu-lab/stanford_alpaca) | 51759 |
| [Self Instruct](https://github.com/yizhongw/self-instruct) | 82599 |
| [GPT-4 Instruct](https://github.com/teknium1/GPTeacher) | 18194 |
| [Code Alpaca](https://huggingface.co/datasets/HuggingFaceH4/CodeAlpaca_20K) | 18019 |
| [Dolly](https://huggingface.co/datasets/HuggingFaceH4/databricks_dolly_15k) | 15015 |
| [Synthetic](https://huggingface.co/datasets/Dahoas/synthetic-instruct-gptj-pairwise) | 33143 |
| [Roleplay](https://github.com/teknium1/GPTeacher) | 3146 |
| [asss](https://huggingface.co/datasets/HuggingFaceH4/asss) | 448 |
| [instruction-dataset](https://huggingface.co/datasets/HuggingFaceH4/instruction-dataset) | 327 |
| Total | 222650 |
| betteruncensored/open-instruct-v1 | [
"task_categories:text-generation",
"size_categories:100K<n<1M",
"language:en",
"license:apache-2.0",
"region:us"
] | 2024-02-16T13:03:52+00:00 | {"language": ["en"], "license": "apache-2.0", "size_categories": ["100K<n<1M"], "task_categories": ["text-generation"], "duplicated_from": "hakurei/open-instruct-v1"} | 2024-02-16T13:18:53+00:00 |
578620411ebed6cdb67ab2b8708893d2e540dffc | Recag/Rp_CommonC_669_1 | [
"region:us"
] | 2024-02-16T13:05:48+00:00 | {} | 2024-02-16T13:26:58+00:00 |
|
20c8677624f34fb418501526b8cbbe462043976e | Recag/Rp_CommonC_669_2 | [
"region:us"
] | 2024-02-16T13:05:56+00:00 | {} | 2024-02-16T13:29:48+00:00 |
|
d81ec96c56164d9cb0ce906d3a0bec80a8fe635f | Recag/Rp_CommonC_670_1 | [
"region:us"
] | 2024-02-16T13:06:27+00:00 | {} | 2024-02-16T13:28:44+00:00 |
|
5b5ea206691809567dbe74e06a2eed5666cea534 | Recag/Rp_CommonC_670_2 | [
"region:us"
] | 2024-02-16T13:06:33+00:00 | {} | 2024-02-16T13:23:07+00:00 |
|
fd17d8d0bfc89cc97ac38b6e029fb69592c94567 | Recag/Rp_CommonC_671_1 | [
"region:us"
] | 2024-02-16T13:06:45+00:00 | {} | 2024-02-16T13:29:12+00:00 |
|
41b0b791a98f3cc76284e80ed6ac61dc6e651dd2 | Recag/Rp_CommonC_671_2 | [
"region:us"
] | 2024-02-16T13:06:52+00:00 | {} | 2024-02-16T13:25:41+00:00 |
|
c2d82c6431e509f3c4b1dce4f4b6b3ab84cf88d2 | Recag/Rp_CommonC_672_1 | [
"region:us"
] | 2024-02-16T13:07:02+00:00 | {} | 2024-02-16T13:07:02+00:00 |
|
1e3c54bc97041d570b3053cd5be0fe481e641a0c | Recag/Rp_CommonC_672_2 | [
"region:us"
] | 2024-02-16T13:07:13+00:00 | {} | 2024-02-16T13:28:35+00:00 |
|
ceca6decd96cc13fdff607bffbd982c7469050ec | Recag/Rp_CommonC_740_3 | [
"region:us"
] | 2024-02-16T13:16:08+00:00 | {} | 2024-02-16T13:22:23+00:00 |
|
f7ea01e0030ec2ec1420362bc090d7dd1fcd769b | yashtiwari/PaulMooney-Medical-ASR-Data | [
"region:us"
] | 2024-02-16T13:20:36+00:00 | {"dataset_info": {"features": [{"name": "id", "dtype": "string"}, {"name": "sentence", "dtype": "string"}, {"name": "prompt", "dtype": "string"}, {"name": "speaker_id", "dtype": "int64"}, {"name": "path", "dtype": "audio"}], "splits": [{"name": "train", "num_bytes": 334850167.0, "num_examples": 381}, {"name": "validation", "num_bytes": 295413087.0, "num_examples": 385}, {"name": "test", "num_bytes": 5300069897.705, "num_examples": 5895}], "download_size": 9155379864, "dataset_size": 5930333151.705}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}, {"split": "validation", "path": "data/validation-*"}, {"split": "test", "path": "data/test-*"}]}]} | 2024-02-16T15:01:05+00:00 |
|
3eb3bace94d7fd64af67a20fb4a590f1378ff371 | Recag/Rp_CommonC_715_1 | [
"region:us"
] | 2024-02-16T13:22:09+00:00 | {} | 2024-02-16T13:34:51+00:00 |
|
bc0dd5cee7d27aac5b010e6465726e8995783e12 | Recag/Rp_CommonC_715_2 | [
"region:us"
] | 2024-02-16T13:22:30+00:00 | {} | 2024-02-16T13:22:30+00:00 |
|
82b850707e5693f0b881ffafd68409ccad937ba6 | Recag/Rp_CommonC_715_3 | [
"region:us"
] | 2024-02-16T13:22:40+00:00 | {} | 2024-02-16T13:39:52+00:00 |
|
96f1f6c1a8d16d51f2895a1bd21402717b0b0ee9 | El-chapoo/1000k | [
"region:us"
] | 2024-02-16T13:24:41+00:00 | {"dataset_info": {"features": [{"name": "text", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 11744999.274651274, "num_examples": 999994}], "download_size": 11147871, "dataset_size": 11744999.274651274}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T13:25:00+00:00 |
|
610af91bba2fdba80be010be1f3c30de8d228710 | Programmero187/CLIP_FINETUNE_DMU | [
"region:us"
] | 2024-02-16T13:25:03+00:00 | {} | 2024-02-16T13:25:03+00:00 |
|
2837df9eda4dca296ba77631db0cc5b6aeda258e | Recag/Rp_CommonC_716_1 | [
"region:us"
] | 2024-02-16T13:25:30+00:00 | {} | 2024-02-16T13:45:01+00:00 |
|
6f1203d3a39bcc56f22feaaab0280d36850d17f0 | Recag/Rp_CommonC_716_2 | [
"region:us"
] | 2024-02-16T13:25:51+00:00 | {} | 2024-02-16T13:44:12+00:00 |
|
96847cccc982279cb12f8b4857acdc02f82099c8 | Recag/Rp_CommonC_716_3 | [
"region:us"
] | 2024-02-16T13:26:02+00:00 | {} | 2024-02-16T13:46:47+00:00 |
|
cc86b5909e32c133c1752876d2c8b12b615f7d0d | DBC00per/TEST | [
"region:us"
] | 2024-02-16T13:26:19+00:00 | {} | 2024-02-16T13:28:28+00:00 |
|
4061018247d82284b8a6c4bcbf053c1282702185 | Recag/Rp_CommonC_717_1 | [
"region:us"
] | 2024-02-16T13:26:20+00:00 | {} | 2024-02-16T13:51:31+00:00 |
|
8b4eaf131a893b4aabb5b82430870a6c49754db4 | Recag/Rp_CommonC_717_2 | [
"region:us"
] | 2024-02-16T13:26:30+00:00 | {} | 2024-02-16T13:52:22+00:00 |
|
1d70644e876f44234cee75b4dc92f4e686466f8d | Recag/Rp_CommonC_717_3 | [
"region:us"
] | 2024-02-16T13:26:41+00:00 | {} | 2024-02-16T13:53:59+00:00 |
|
aa05e85a99c5e73710b87bdb7e79f0c5b8dbd821 | Recag/Rp_CommonC_718_1 | [
"region:us"
] | 2024-02-16T13:28:15+00:00 | {} | 2024-02-16T13:59:19+00:00 |
|
29c7ae1c4df14763edb23ab55063d8f0efdef960 | genvision-ai/test_2024_02_16 | [
"region:us"
] | 2024-02-16T13:28:24+00:00 | {"dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "label", "dtype": "image"}, {"name": "segments_info", "list": [{"name": "area", "dtype": "float64"}, {"name": "bbox", "sequence": "float64"}, {"name": "category_id", "dtype": "int64"}, {"name": "id", "dtype": "int64"}, {"name": "image_id", "dtype": "int64"}, {"name": "iscrowd", "dtype": "int64"}, {"name": "segmentation", "sequence": {"sequence": "float64"}}]}, {"name": "image_name", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 1737803.0, "num_examples": 10}], "download_size": 1762134, "dataset_size": 1737803.0}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}]} | 2024-02-16T13:28:48+00:00 |
|
3f751293034c897e72754686f471e75a2279fab4 | Recag/Rp_CommonC_718_2 | [
"region:us"
] | 2024-02-16T13:28:29+00:00 | {} | 2024-02-16T13:59:08+00:00 |
|
6f7adcb203cc42d5ce47648665acf0d987201811 | Recag/Rp_CommonC_718_3 | [
"region:us"
] | 2024-02-16T13:28:42+00:00 | {} | 2024-02-16T14:02:05+00:00 |
|
8bc8f7f497b5ec25f74a7358d80b88aef4105e7d | Recag/Rp_CommonC_719_1 | [
"region:us"
] | 2024-02-16T13:29:04+00:00 | {} | 2024-02-16T14:07:09+00:00 |
|
d0c5b24c3c535afb0a1543c1bbcfa87ec0d6c6b5 | Recag/Rp_CommonC_719_2 | [
"region:us"
] | 2024-02-16T13:29:13+00:00 | {} | 2024-02-16T14:07:08+00:00 |
|
b087bede8ab3b3c99e8150be14a7526a23afc2b7 | Recag/Rp_CommonC_719_3 | [
"region:us"
] | 2024-02-16T13:29:24+00:00 | {} | 2024-02-16T14:10:06+00:00 |
|
9c58f88efb73f35a364eb8df7151c775e5df68c7 | Recag/Rp_CommonC_720_1 | [
"region:us"
] | 2024-02-16T13:29:47+00:00 | {} | 2024-02-16T14:14:46+00:00 |
|
6e9e5841c27c23fcb85a2228aaf4fda2289a76a4 | Recag/Rp_CommonC_720_2 | [
"region:us"
] | 2024-02-16T13:30:00+00:00 | {} | 2024-02-16T14:15:15+00:00 |
|
900c2468fcc84325a5f7df5bfee2e0e3220ceed0 | Recag/Rp_CommonC_720_3 | [
"region:us"
] | 2024-02-16T13:30:11+00:00 | {} | 2024-02-16T14:16:51+00:00 |
|
f2ddd641a395ff1ca548a6fd328157e5d79acb1a | Recag/Rp_CommonC_673_1 | [
"region:us"
] | 2024-02-16T13:30:13+00:00 | {} | 2024-02-16T13:34:33+00:00 |
|
f4b3aa401f538e3d0ec42529fba2efd30ec21c71 | Recag/Rp_CommonC_721_1 | [
"region:us"
] | 2024-02-16T13:30:26+00:00 | {} | 2024-02-16T14:30:38+00:00 |
|
e160b75ea94f6968109f23bb758c26915ac9a670 | Recag/Rp_CommonC_673_2 | [
"region:us"
] | 2024-02-16T13:30:30+00:00 | {} | 2024-02-16T13:36:38+00:00 |
|
8ad5f0756e3e3becffc862b20b8d04f5e152f086 | dedND/common_voice_corpus_16_1 | [
"region:us"
] | 2024-02-16T13:30:36+00:00 | {} | 2024-02-16T13:30:36+00:00 |
|
8cfe1dfa473d423a04c082d526e1a421da0d0766 | Recag/Rp_CommonC_721_2 | [
"region:us"
] | 2024-02-16T13:30:37+00:00 | {} | 2024-02-16T14:32:54+00:00 |
|
4546e00913cb108ccc7d78c8534b4a80e64c6a00 | Recag/Rp_CommonC_674_1 | [
"region:us"
] | 2024-02-16T13:30:44+00:00 | {} | 2024-02-16T13:39:10+00:00 |
|
bbb15c2166abdf324813ef0a83d7febc737f24f0 | Recag/Rp_CommonC_721_3 | [
"region:us"
] | 2024-02-16T13:30:48+00:00 | {} | 2024-02-16T14:32:55+00:00 |
|
e018d3e187eb4708469707d94e1940ea53c10049 | Recag/Rp_CommonC_674_2 | [
"region:us"
] | 2024-02-16T13:30:50+00:00 | {} | 2024-02-16T13:37:32+00:00 |
|
d98fd613c8afbba84937e169100fb59ed51cb484 | Recag/Rp_CommonC_675_1 | [
"region:us"
] | 2024-02-16T13:30:59+00:00 | {} | 2024-02-16T13:40:02+00:00 |
|
a2e07bac09b6520297cba7b48a5a156ecc710db1 | Recag/Rp_CommonC_675_2 | [
"region:us"
] | 2024-02-16T13:31:06+00:00 | {} | 2024-02-16T13:42:05+00:00 |
|
af10db55de6f22105e3d123967c764c786f8fcea | Recag/Rp_CommonC_676_1 | [
"region:us"
] | 2024-02-16T13:31:17+00:00 | {} | 2024-02-16T13:40:42+00:00 |
|
9cee945c4f819fc1216598d51dfba294796e4da2 | Recag/Rp_CommonC_676_2 | [
"region:us"
] | 2024-02-16T13:31:27+00:00 | {} | 2024-02-16T13:42:05+00:00 |
|
602c9b304840ac2951d5c8d83b91db7cdef9bd01 | patruff/toxicForMistral | [
"region:us"
] | 2024-02-16T13:32:30+00:00 | {"dataset_info": {"features": [{"name": "original", "dtype": "string"}, {"name": "chucklebot", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 16314446, "num_examples": 5492}, {"name": "test", "num_bytes": 4091000, "num_examples": 1374}], "download_size": 11348542, "dataset_size": 20405446}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}, {"split": "test", "path": "data/test-*"}]}]} | 2024-02-16T13:32:33+00:00 |
|
7bbcc723a61c3ec3a59c812360ae0106ac21914f | HoioH/license-plate | [
"region:us"
] | 2024-02-16T13:35:20+00:00 | {} | 2024-02-16T13:59:05+00:00 |
|
0bbaa3272dbe059b198dcf120e8e3b7c45c4a005 | # Dataset Card for hh-rlhf-megagon-ja
This dataset loads data from [megagonlabs/instruction_ja](https://github.com/megagonlabs/instruction_ja).
## Licence
MIT License
| ryo0634/hh-rlhf-megagon-ja | [
"region:us"
] | 2024-02-16T13:39:59+00:00 | {} | 2024-02-16T13:40:50+00:00 |
6201315cb45368b2285979497197faf09042a9c3 | ## Dataset Summary
Vietnamese-Medical-QA is a question-answering dataset in the healthcare domain, collected from [edoctor](https://edoctor.io/hoi-dap) and [vinmec](https://www.vinmec.com/vi/tin-tuc/hoi-dap-bac-si/).
* Size: After merging data from these two sources, obtained 9335 QA pairs.
* Language: Vietnamese
## Load with Datasets
```python
from datasets import load_dataset
# Load dataset from huggingface
qa_dataset = load_dataset("hungnm/vietnamese-medical-qa")
# print a QA example
print(qa_dataset['train'][0])
```
```json
{
"question": "Chào bác sĩ,\nRăng cháu hiện tại có mủ ở dưới lợi nhưng khi đau cháu sẽ không ngủ được (quá đau). Tuy nhiên chỉ vài ngày là hết mà thỉnh thoảng nó lại bị đau. Chị cháu bảo là trước chị cháu cũng bị như vậy chỉ là đau răng tuổi dậy thì thôi. Bác sĩ cho cháu hỏi đau răng kèm có mủ dưới lợi là bệnh gì? Cháu có cần đi chữa trị không? Cháu cảm ơn.",
"answer": "Chào bạn,\nĐể trả lời câu hỏi trên, bác sĩ xin giải đáp như sau:\nRăng bạn hiện tại có mủ dưới lợi gây đau nhức nhiều. Bạn có thể đến phòng khám răng hàm mặt bệnh viện để được thăm khám, chụp phim và tư vấn cho bạn được chính xác\nTrân trọng!"
}
```
## Dataset Version and Update
* Version Details:
* Current version: 1.0
* Last Update: 16/02/2024
* First Release: 16/02/2024
* Update Plan: We will keep updating as we gather additional data.
## Licensing Information
This dataset can be used for any purpose, whether academic or commercial, under the terms of the [Apache 2.0](https://opensource.org/license/apache-2-0) License.
## Citation Information
```bibtex
@misc{vietnamese-medical-qa,
title={Vietnamese Medical QA: Question Answering dataset for medical in Vietnamese},
author={Hung Nguyen},
year={2024},
}
```
| hungnm/vietnamese-medical-qa | [
"task_categories:question-answering",
"size_categories:1K<n<10K",
"language:vi",
"license:apache-2.0",
"question answering",
"medical",
"vietnamese",
"region:us"
] | 2024-02-16T13:44:46+00:00 | {"language": ["vi"], "license": "apache-2.0", "size_categories": ["1K<n<10K"], "task_categories": ["question-answering"], "pretty_name": "b", "dataset_info": {"features": [{"name": "answer", "dtype": "string"}, {"name": "question", "dtype": "string"}], "splits": [{"name": "train", "num_bytes": 10672406, "num_examples": 9335}], "download_size": 5289086, "dataset_size": 10672406}, "configs": [{"config_name": "default", "data_files": [{"split": "train", "path": "data/train-*"}]}], "tags": ["question answering", "medical", "vietnamese"]} | 2024-02-16T14:34:40+00:00 |
f71d3eb69539dada81918d17c182c99eeb1d126c |
# Test dataset with one broken split | severo/test-one-split-broken | [
"region:us"
] | 2024-02-16T13:45:34+00:00 | {"configs": [{"config_name": "default", "data_files": [{"split": "works", "path": "works.json"}, {"split": "broken", "path": "broken.json"}]}]} | 2024-02-16T14:20:39+00:00 |
a7bad0876d67020c8732d47a4b2575ba5a7a3a45 | Recag/Rp_CommonC_677_1 | [
"region:us"
] | 2024-02-16T13:48:55+00:00 | {} | 2024-02-16T13:55:05+00:00 |
|
72e6cb86cc1febbadb78e77b87fa88dfd1eb953a | Recag/Rp_CommonC_677_2 | [
"region:us"
] | 2024-02-16T13:49:02+00:00 | {} | 2024-02-16T13:54:40+00:00 |
|
ca1e269975a42debb54a56543bcbed8c3855b829 | Recag/Rp_CommonC_678_1 | [
"region:us"
] | 2024-02-16T13:49:14+00:00 | {} | 2024-02-16T13:58:56+00:00 |
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