Aman Priyanshu PRO
AmanPriyanshu
AI & ML interests
Reasoning, Agentic, Long-Horizon Tasks, Coding, AI for Security, Responsible-AI, Privacy-Preserving-Machine-Learning, AI-Safety, AI-Security
Recent Activity
updated
a collection
about 3 hours ago
FORMAT: Reasoning Datasets - DeepSeek Format updated
a dataset about 3 hours ago
AmanPriyanshu/reasoning-sft-Edge-Agent-Reasoning-WebSearch-260K published
a dataset about 3 hours ago
AmanPriyanshu/reasoning-sft-Edge-Agent-Reasoning-WebSearch-260K Organizations
Datasets with formats inspired by / consistent with interstellarninja/hermes_reasoning_tool_use
-
interstellarninja/hermes_reasoning_tool_use
Viewer • Updated • 51k • 304 • 157 -
AmanPriyanshu/tool-reasoning-sft-toucan-1.5m-sft-tool-use-data-cleaned-rectified-333k
Viewer • Updated • 334k • 13 -
AmanPriyanshu/tool-reasoning-sft-ToolMind-data-cleaned-rectified
Viewer • Updated • 280k • 15 -
AmanPriyanshu/tool-reasoning-sft-hermes-reasoning-tool-style-data-cleaned-rectified-115k
Viewer • Updated • 115k • 14
Complete collection of domain-specialized GPT-OSS models (1-32 experts) optimized for science, math, medicine, law, safety, and instruction following.
Research-oriented GPT-OSS models with inverted safety patterns for red-teaming & adversarial analysis to understand failure modes and vulnerabilities.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-harmful-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 14 • 3 -
AmanPriyanshu/gpt-oss-4.8b-specialized-harmful-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 13 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-harmful-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 11 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-harmful-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 12 • 3
Medical domain GPT-OSS models specializing in clinical knowledge, anatomy, medical procedures, & health-related reasoning from MMLU medical subjects.
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AmanPriyanshu/gpt-oss-4.2b-specialized-health_or_medicine-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 17 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-health_or_medicine-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 15 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-health_or_medicine-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 17 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-health_or_medicine-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 34 • 1
GPT-OSS models optimized for precise instruction adherence and constraint satisfaction from Tulu3 Persona Instruction Following dataset.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-instruction_following-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 10 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-instruction_following-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 10 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-instruction_following-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 11 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-instruction_following-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 11 • 1
Specialized GPT-OSS models optimized for scientific reasoning tasks in physics, chemistry, biology, and STEM from GPQA and MMLU science domains.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-science-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-science-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-science-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-science-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 17 • 1
Aggregating reasoning datasets (5M)
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AmanPriyanshu/reasoning-sft-PleIAs-SYNTH-1M
Viewer • Updated • 1M • 9 • 1 -
AmanPriyanshu/reasoning-sft-dolci-think-sft-32b-1M
Viewer • Updated • 1M • 11 • 1 -
AmanPriyanshu/reasoning-sft-minimax-stratified-kmeans-diverse-reasoning-842K-only
Viewer • Updated • 843k -
AmanPriyanshu/reasoning-sft-JSON-structuring-and-correcting
Viewer • Updated • 508k
Diverse datasets on pre-training, instruction-following, and reasoning
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AmanPriyanshu/stratified-kmeans-diverse-instruction-following-100K-1M
Viewer • Updated • 1.9M • 30 -
AmanPriyanshu/stratified-kmeans-diverse-pretraining-100K-1M
Viewer • Updated • 2.22M • 159 • 1 -
AmanPriyanshu/stratified-kmeans-diverse-reasoning-100K-1M
Viewer • Updated • 1.9M • 49 -
AmanPriyanshu/rlvr-guru-raw-data-extended
Viewer • Updated • 226k • 163
Collection of pruned GPT-OSS models spanning 1-32 experts, maintaining general capabilities across domains while reducing computational requirements.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-all-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 73 • 8 -
AmanPriyanshu/gpt-oss-4.8b-specialized-all-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 21 • 2 -
AmanPriyanshu/gpt-oss-5.4b-specialized-all-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 20 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-all-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 215 • 26
Mathematics-focused GPT-OSS models excelling at mathematical computation, proof strategies, and logical reasoning from MMLU mathematics subjects.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-math-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 15 • 2 -
AmanPriyanshu/gpt-oss-4.8b-specialized-math-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 14 • 2 -
AmanPriyanshu/gpt-oss-5.4b-specialized-math-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 15 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-math-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 14 • 1
Legal domain GPT-OSS models excelling at legal reasoning, jurisprudence, and understanding legal frameworks from MMLU legal subjects.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-law-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-law-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-law-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-law-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 14 • 1
Safety-focused GPT-OSS models specialized in identifying and responding to harmful content while maintaining helpful capabilities from SORRY-Bench.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-safety-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-safety-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-safety-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-safety-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 13 • 1
Aggregating reasoning datasets (5M)
-
AmanPriyanshu/reasoning-sft-PleIAs-SYNTH-1M
Viewer • Updated • 1M • 9 • 1 -
AmanPriyanshu/reasoning-sft-dolci-think-sft-32b-1M
Viewer • Updated • 1M • 11 • 1 -
AmanPriyanshu/reasoning-sft-minimax-stratified-kmeans-diverse-reasoning-842K-only
Viewer • Updated • 843k -
AmanPriyanshu/reasoning-sft-JSON-structuring-and-correcting
Viewer • Updated • 508k
Datasets with formats inspired by / consistent with interstellarninja/hermes_reasoning_tool_use
-
interstellarninja/hermes_reasoning_tool_use
Viewer • Updated • 51k • 304 • 157 -
AmanPriyanshu/tool-reasoning-sft-toucan-1.5m-sft-tool-use-data-cleaned-rectified-333k
Viewer • Updated • 334k • 13 -
AmanPriyanshu/tool-reasoning-sft-ToolMind-data-cleaned-rectified
Viewer • Updated • 280k • 15 -
AmanPriyanshu/tool-reasoning-sft-hermes-reasoning-tool-style-data-cleaned-rectified-115k
Viewer • Updated • 115k • 14
Diverse datasets on pre-training, instruction-following, and reasoning
-
AmanPriyanshu/stratified-kmeans-diverse-instruction-following-100K-1M
Viewer • Updated • 1.9M • 30 -
AmanPriyanshu/stratified-kmeans-diverse-pretraining-100K-1M
Viewer • Updated • 2.22M • 159 • 1 -
AmanPriyanshu/stratified-kmeans-diverse-reasoning-100K-1M
Viewer • Updated • 1.9M • 49 -
AmanPriyanshu/rlvr-guru-raw-data-extended
Viewer • Updated • 226k • 163
Complete collection of domain-specialized GPT-OSS models (1-32 experts) optimized for science, math, medicine, law, safety, and instruction following.
Collection of pruned GPT-OSS models spanning 1-32 experts, maintaining general capabilities across domains while reducing computational requirements.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-all-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 73 • 8 -
AmanPriyanshu/gpt-oss-4.8b-specialized-all-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 21 • 2 -
AmanPriyanshu/gpt-oss-5.4b-specialized-all-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 20 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-all-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 215 • 26
Research-oriented GPT-OSS models with inverted safety patterns for red-teaming & adversarial analysis to understand failure modes and vulnerabilities.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-harmful-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 14 • 3 -
AmanPriyanshu/gpt-oss-4.8b-specialized-harmful-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 13 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-harmful-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 11 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-harmful-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 12 • 3
Mathematics-focused GPT-OSS models excelling at mathematical computation, proof strategies, and logical reasoning from MMLU mathematics subjects.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-math-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 15 • 2 -
AmanPriyanshu/gpt-oss-4.8b-specialized-math-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 14 • 2 -
AmanPriyanshu/gpt-oss-5.4b-specialized-math-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 15 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-math-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 14 • 1
Medical domain GPT-OSS models specializing in clinical knowledge, anatomy, medical procedures, & health-related reasoning from MMLU medical subjects.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-health_or_medicine-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 17 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-health_or_medicine-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 15 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-health_or_medicine-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 17 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-health_or_medicine-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 34 • 1
Legal domain GPT-OSS models excelling at legal reasoning, jurisprudence, and understanding legal frameworks from MMLU legal subjects.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-law-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-law-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-law-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-law-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 14 • 1
GPT-OSS models optimized for precise instruction adherence and constraint satisfaction from Tulu3 Persona Instruction Following dataset.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-instruction_following-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 10 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-instruction_following-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 10 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-instruction_following-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 11 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-instruction_following-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 11 • 1
Safety-focused GPT-OSS models specialized in identifying and responding to harmful content while maintaining helpful capabilities from SORRY-Bench.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-safety-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-safety-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-safety-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 12 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-safety-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 13 • 1
Specialized GPT-OSS models optimized for scientific reasoning tasks in physics, chemistry, biology, and STEM from GPQA and MMLU science domains.
-
AmanPriyanshu/gpt-oss-4.2b-specialized-science-pruned-moe-only-4-experts
Text Generation • 4B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-4.8b-specialized-science-pruned-moe-only-5-experts
Text Generation • 5B • Updated • 14 • 1 -
AmanPriyanshu/gpt-oss-5.4b-specialized-science-pruned-moe-only-6-experts
Text Generation • 5B • Updated • 16 • 1 -
AmanPriyanshu/gpt-oss-6.0b-specialized-science-pruned-moe-only-7-experts
Text Generation • 6B • Updated • 17 • 1