datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
DeepSeek-V4-Flash-0731-Teacher-Distillation-40513x
DeepSeek V4 Flash 0731 Teacher Distillation — 40,513 Retained Rows
Teacher-distillation corpus generated with
deepseek-ai/DeepSeek-V4-Flash-0731.
The original manifest contained 45,000 unique seeds.
Following generation, QC, retry-based repair, quarantine auditing,
and recovery adjudication, 40,513 rows were retained.
Composition
Bucket
Rows
Coding
5,601
Agentic
9,982
Cyber blue
13,000
Controlled cyber red
6,999
Tool use
4,931
Total
40,513… See the full description on the dataset page: https://huggingface.co/datasets/trjxter/DeepSeek-V4-Flash-0731-Teacher-Distillation-40513x.KrynexAI-Dataset-Flash-Instruction
🧠 KrynexAI Dataset
English | Русский
📌 Overview
KrynexAI Dataset is a high-quality, synthetically expanded collection of 10,000+ instruction-response pairs designed for fine-tuning Large Language Models (LLMs).
The dataset covers a wide range of topics including:
💻 Programming (Python, algorithms, data structures)
🤖 AI & Machine Learning (neural networks, transformers, LLMs)
🔭 Science (physics, cosmology, biology, neuroscience)
🧠 Philosophy & Psychology… See the full description on the dataset page: https://huggingface.co/datasets/KrynexLabs/KrynexAI-Dataset-Flash-Instruction.swebench-verified-deepseek-v4-flash-failure-analysis
SWE-bench Verified runs & failure analysis — DeepSeek-V4-flash (local) × mini-swe-agent
Per-instance analysis of SWE-bench Verified runs of a locally-served DeepSeek-V4-flash model
driven by mini-swe-agent, graded with the official
SWE-bench harness. Each instance carries the full agent trajectory, a readable transcript, the
submitted patch, the harness test output, deterministic metrics, and a hand-verified qualitative
root-cause diagnosis.
Current numbers (resolve rates… See the full description on the dataset page: https://huggingface.co/datasets/daaain/swebench-verified-deepseek-v4-flash-failure-analysis.HALO-Gemini-3-Flash-AppWorld
Dataset Card: Gemini 3 Flash Traces on AppWorld (test-normal)
Dataset Overview
This dataset contains agent execution traces of Gemini 3 Flash running on the AppWorld benchmark, specifically evaluated on the test-normal dataset split. The traces capture the full span-level execution detail of the model interacting with AppWorld's simulated app ecosystem.
Field
Value
Model
Gemini 3 Flash
Benchmark
AppWorld
Split
test-normal
Total Traces
168
Total Spans
3… See the full description on the dataset page: https://huggingface.co/datasets/inference-net/HALO-Gemini-3-Flash-AppWorld.glm-5.3-flash-mathnet-bon
glm-5.3-flash-mathnet-bon
This is the continuation and the final set of ox-alpha-mathnet-bon.
Verified chain-of-thought reasoning traces for competition mathematics, generated with GLM-5.3-Flash via best-of-N rejection sampling against the ShadenA/MathNet dataset (ICLR 2026).
Statistics (this split)
Metric
Value
Records (problem × attempt)
6,181
Distinct problems
848
Attempts per problem
7.29 (mean), 8 (max)
Accepted (answer_correct = true)
3,705… See the full description on the dataset page: https://huggingface.co/datasets/zakoman/glm-5.3-flash-mathnet-bon.RAGPulse
RAGPulse: A Real-World RAG Workload Trace to Optimize RAG Serving Systems
🌐 Github Link |
🤗 Workload Trace |
📑 Arxiv Paper |
🤖 How to use?
RAGPulse is a real-world RAG workload trace collected from an university-wide Q&A service scenario. The system has been serving over 40,000 students and faculties since April 2024, providing intelligent policy Q&A services. The trace contains a total of 7,106 records entries, sampled from one week of our Q&A service.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/flashserve/RAGPulse.Deepseek-V4-Flash-11000x
Sherlock Thinking Alpha DeepSeek V4 Flash Distillation
Seed Prompt Dataset
Prompts are sourced from TeichAI/sherlock-thinking-alpha-11000x.
Model
Solutions and reasoning traces were generated with deepseek-ai/DeepSeek-V4-Flash.
DeepSeek-V4-Flash is part of the DeepSeek-V4 preview series. Its model card describes it as a Mixture-of-Experts language model with 284B total parameters, 13B activated parameters, and a 1M-token context length. The model repository is… See the full description on the dataset page: https://huggingface.co/datasets/SLoonker/Deepseek-V4-Flash-11000x.allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
PJMixers-Dev/allenai_WildChat-1M-prompts with responses generated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.llm_timeline_deepseek_v4_flash-pi
Coding agent session traces
This dataset contains coding agent session traces collected while working on LLM Timeline web app using the prompt from coding-agent-bench-prompts
bghira_pseudo-camera-10k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bghira_pseudo-camera-10k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bghira/pseudo-camera-10k with responses/captions generated with gemini-2.0-flash-thinking-exp-1219.
The format should be similar to that of liuhaotian/LLaVA-Instruct-150K.
Images can be found in the images.zip folder. The zip also contains .txt captions for ease of use in non-VQA tasks.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Images/bghira_pseudo-camera-10k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.deepseek-v4-flash-swe-cot
DeepSeek-V4-Flash SWE Agent Trajectories (with raw chain-of-thought)
795 multi-turn software-engineering agent trajectories generated by
DeepSeek-V4-Flash-0731 at reasoning_effort=max, each one executed in a real
repository inside an isolated container and verified by running the repository's own
tests. 469 are verified-correct.
Every assistant turn preserves reasoning_content — the model's raw chain-of-thought,
not a summary. That is the point of this dataset: the DeepSeek API… See the full description on the dataset page: https://huggingface.co/datasets/blythet/deepseek-v4-flash-swe-cot.Weyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Weyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Weyaxi/HelpSteer-filtered with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/Weyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Some random images with responses/captions generated with gemini-2.0-flash-thinking-exp-1219.
The format should be similar to that of liuhaotian/LLaVA-Instruct-150K.
Images can be found in the images.zip folder. The zip also contains .txt captions for ease of use in non-VQA tasks.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Images/Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.Hermes-Coworker-Flash
⚡ Hermes Coworker Flash – Fast, No‑Code Agent Conversations
Hermes Coworker Flash is a curated instruction‑style dataset built from the best “everyday assistant” traces of lambda/hermes-agent-reasoning-traces.It combines GLM‑5.1 and kimi-2.5 splits, keeping only the non‑programming, quick‑turnaround co‑worker tasks — the ones a user would ask a fast AI assistant, not a full‑fledged software engineer.
🧹 All chain‑of‑thought (<think>…</think>) has been removed so the model learns to… See the full description on the dataset page: https://huggingface.co/datasets/LiteMind/Hermes-Coworker-Flash.Step-3.5-Flash-Instruct-EmMcts
Step-3.5-Flash-Instruct-EmMcts
Preference (chosen / rejected) dataset generated with an Empirical-MCTS (Em-Mcts) rollout pipeline
and scored by a reward model. Every sample contains a higher-quality chosen response and a
lower-quality rejected response for the same prompt, making it suitable for DPO / preference
optimization and reward-model training.
Overview
Records: 4,959
Format: JSON Lines (one JSON object per line)
Language: English
Generation model:… See the full description on the dataset page: https://huggingface.co/datasets/Minami-su/Step-3.5-Flash-Instruct-EmMcts.grimulkan_theory-of-mind-gemini-2.0-flash-exp-ShareGPT
grimulkan_theory-of-mind-gemini-2.0-flash-exp-ShareGPT
grimulkan/theory-of-mind with responses generated with gemini-2.0-flash-exp.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(
model_name,
safety_settings=[… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/grimulkan_theory-of-mind-gemini-2.0-flash-exp-ShareGPT.bigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bigcode/self-oss-instruct-sc2-exec-filter-50k with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/bigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
PJMixers-Dev/musab-mk_lmsys-chat-1m_deduped-prompts with responses generated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.allenai_WildChat-1M-gemini-2.0-flash-exp-ShareGPT
allenai_WildChat-1M-gemini-2.0-flash-exp-ShareGPT
PJMixers-Dev/allenai_WildChat-1M-prompts with responses generated with gemini-2.0-flash-exp.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(
model_name… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/allenai_WildChat-1M-gemini-2.0-flash-exp-ShareGPT.WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
WizardLMTeam/WizardLM_evol_instruct_70k with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.glaiveai_glaive-code-assistant-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
glaiveai_glaive-code-assistant-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
glaiveai/glaive-code-assistant with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/glaiveai_glaive-code-assistant-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.camel-ai_physics-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
camel-ai_physics-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
camel-ai/physics with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(
model_name… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/camel-ai_physics-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.deepseek-v4-flash-instruct-308xTrace of DeepSeek V4 Flash LLM.
WARNING: This trace was made WITHOUT reasoning. Use it to finetune only instruct models.
Data count (Total: 308):
English - 198
Russian - 110
Data is presented in {"messages":[{"role":"user", "content":"Prompt"}, {"role":"assistant", "content": "Response"}]} format and each conversation split by newline.
This model was NOT free, and I had to use OpenRouter for it. Crypto donations for future projects like this are available on my personal page
Ling-v2.6-Flash-Distilled-15K
⚡ Ling-2.6-Flash-Distilled-15K
Dataset Summary
Ling-2.6-Flash-Distilled-15K is a supervised fine-tuning dataset for logic-oriented distillation. The prompts to the questions come from Jackrong/GLM-5.1-Reasoning-1M-Cleaned, and the answers were generated using the only Ling-2.6-Flash teaching model.
Dataset Details
Dataset
constructai/Ling-2.6-Flash-Distilled-15K
Source questions
Jackrong/GLM-5.1-Reasoning-1M-Cleaned
Teacher model… See the full description on the dataset page: https://huggingface.co/datasets/constructai/Ling-v2.6-Flash-Distilled-15K.flashback-samhalle-8k
flashback-samhalle-8k
Swedish Flashback "samhalle" subforum, parsed with --max-chars 8000 into ShareGPT-format chat conversations. Voice-cloning / reactive-agent dataset. Each record is one whole thread (multi-turn conversations); row-level train/validation split has no post-leakage.
Gryphe_ChatGPT-4o-Writing-Prompts-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Gryphe_ChatGPT-4o-Writing-Prompts-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Gryphe/ChatGPT-4o-Writing-Prompts with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/Gryphe_ChatGPT-4o-Writing-Prompts-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.ling-2.6-flash-422xTrace of Ling 2.6 Flash LLM by inclusionAI.
Data count (Total: 422):
English - 206
Russian - 216
Data is presented in ChatML format and each conversation split by newline.
Brought to you by sapbot from Romarchive
utkarshd_roleplay_small-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
utkarshd_roleplay_small-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
utkarshd/roleplay_small with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/utkarshd_roleplay_small-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.grimulkan_physical-reasoning-gemini-2.0-flash-exp-ShareGPT
grimulkan_physical-reasoning-gemini-2.0-flash-exp-ShareGPT
grimulkan/physical-reasoning with responses generated with gemini-2.0-flash-exp.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(
model_name… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/grimulkan_physical-reasoning-gemini-2.0-flash-exp-ShareGPT.camel-ai_biology-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
camel-ai_biology-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
camel-ai/biology with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(
model_name… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/camel-ai_biology-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.