datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
details_aws-prototyping__MegaBeam-Mistral-7B-512k
Dataset Card for Evaluation run of aws-prototyping/MegaBeam-Mistral-7B-512k
Dataset automatically created during the evaluation run of model aws-prototyping/MegaBeam-Mistral-7B-512k.
The dataset is composed of 136 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to… See the full description on the dataset page: https://huggingface.co/datasets/OALL/details_aws-prototyping__MegaBeam-Mistral-7B-512k.aws_bedrock_documentation_demo
Aws Bedrock Documentation Demo
This dataset was generated using YourBench (v0.6.0), an open-source framework for generating domain-specific benchmarks from document collections.
Pipeline Steps
ingestion: Read raw source documents, convert them to normalized markdown and save for downstream steps
summarization: Perform hierarchical summarization: chunk-level LLM summaries followed by combine-stage reduction
chunking: Split texts into token-based single-hop and multi-hop… See the full description on the dataset page: https://huggingface.co/datasets/yourbench/aws_bedrock_documentation_demo.aws_bedrock_documentation_demo
Aws Bedrock Documentation Demo
This dataset was generated using YourBench (v0.6.0), an open-source framework for generating domain-specific benchmarks from document collections.
Pipeline Steps
ingestion: Read raw source documents, convert them to normalized markdown and save for downstream steps
summarization: Perform hierarchical summarization: chunk-level LLM summaries followed by combine-stage reduction
chunking: Split texts into token-based single-hop and multi-hop… See the full description on the dataset page: https://huggingface.co/datasets/sg-c/aws_bedrock_documentation_demo.emgena_cloud_aws_iam_privilege_escalation_guard_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/emgena_cloud_aws_iam_privilege_escalation_guard_teaser.my_awsome_ASR_dataaws_cross_account_iam_assume_role_chain_stall_teaser
🚀 Cloud Infrastructure - AWS Cross-Account IAM AssumeRole Chain Stall Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 Purchase Full Production Master Dataset on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Domain Focus & Capabilities
Diagnoses STS AssumeRole rate limits, circular trust relationship stalls, and… See the full description on the dataset page: https://huggingface.co/datasets/emgena/aws_cross_account_iam_assume_role_chain_stall_teaser.audio_dataset_aws_free_code_camp__audioaws_data_3_5Final_Systhesis_data_from_AWS_llama_70b_Task_3_Part2aws_arch
Dataset Card for "aws_arch"
More Information needed
Legal_audio_dataset_aws_free_code_campLegal_audio_dataset_aws_free_code_camp_trimmed3aws-docs
CAG-Lab AWS Docs Vectors
89,221 document chunk embeddings from AWS public documentation.
Embedding model: OpenAI text-embedding-3-small (512 dimensions)
Distance metric: Cosine
Source: AWS public documentation chunks
Schema
Column
Type
Description
id
string
Deterministic UUID
embedding
list[float32]
512-dim vector
content
string
Document chunk text
filePath
string
Original file path
chunkIndex
string
Chunk position
_pinecone_id
string… See the full description on the dataset page: https://huggingface.co/datasets/mouadja/aws-docs.aws-rl-sft
AWS RL Env — SFT Dataset
Supervised fine-tuning dataset for training an LLM agent that operates AWS
infrastructure via the CLI. Built for the aws-rl-env reinforcement-learning
environment, which emulates 34 AWS services in-container (MiniStack) and rewards
agents for completing cloud-operations tasks via single-command steps.
Designed as the cold-start phase of an SFT → GRPO pipeline:
SFT with LoRA (this dataset) — command-only assistant targets, lock output format
GRPO on… See the full description on the dataset page: https://huggingface.co/datasets/Sizzing/aws-rl-sft.raft-dataset-aws-wellarchitectedaws-corpusown_target_data_codellamatest_meeting_Qwen3-8B_textspros-test-cleaned-newaws-corpusLegal_audio_dataset_aws_free_code_camp_trimmedtest_calendar_Qwen3-8B_textsaws_case_studypros-test-cleanedcloud_aws_iam_privilege_escalation_guard_teaser
🚀 Cloud Security - AWS IAM Privilege Escalation & Boundary Guard (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios)🏆 Get the Full Production Package & Commercial EULA on Gumroad:👉 Purchase Full Package on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Domain Overview & Features
28 privilege escalation path detection, permissions boundary validation, and wildcard IAM policy remediation.
100% AST Syntactic… See the full description on the dataset page: https://huggingface.co/datasets/emgena/cloud_aws_iam_privilege_escalation_guard_teaser.Systhesis_data_from_AWS_llama_70bFinal_Systhesis_data_from_AWS_llama_70b_Task_3pro-test-cleaned-new2pros-easyr1-baseown_target_data_qwen2_5_32b_temp0