Abdelaziz Bounhar
BounharAbdelaziz
AI & ML interests
Deep Learning, Reinforcement Learning, AI Agents, Generative Modeling, NLP, Information Theory, Security of Machine Learning, ...etc
Recent Activity
updated a dataset 4 days ago
BounharAbdelaziz/Moroccan-STT-Eval-Dataset liked a model 15 days ago
mistralai/Leanstral-1.5-119B-A6B published a dataset 26 days ago
BounharAbdelaziz/Moroccan-STT-Eval-DatasetOrganizations
AI Agents
Collection of agents datasets
SFT for LLMs
SFT Mix
RL Vision
RL Code
SFT Math
SFT Vision
SFT VLM
Web Agents
RLHF/RLVR
Some RLHF/RLVR experiments using GRPO and DPO.
Moroccan Darija Embeddings Models & Datasets
Sentence and word embedding models for Moroccan darija (ary)
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BounharAbdelaziz/Morocco-Darija-Sentence-Embedding-v0.2
Sentence Similarity • 0.6B • Updated • 2 -
BounharAbdelaziz/ModernBERT-Morocco-Sentence-Embeddings-v0.2-bs-32-lr-2e-05-ep-2-wp-0.05-gacc-1-gnm-1.0-v0.3
Sentence Similarity • 0.2B • Updated • 13 -
BounharAbdelaziz/Morocco-Darija-Sentence-Embedding-v0.1
Feature Extraction • 0.6B • Updated • 84 • 2 -
BounharAbdelaziz/XLM-RoBERTa-Morocco-bs-32-lr-2e-05-ep-2-wp-0.05-gacc-1-gnm-1.0-v0.3
0.6B • Updated • 3
Translation Models & Datasets
English to Moroccan darija (ary) models
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BounharAbdelaziz/Terjman-v2-English-Morocco-Darija-Dataset-350K
Viewer • Updated • 355k • 20 • 1 -
BounharAbdelaziz/Morocco-Darija-Translation-Dataset-Multilingual-22K
Viewer • Updated • 22.1k • 9 • 1 -
BounharAbdelaziz/Terjman-v2-English-Darija-Dataset-580K
Viewer • Updated • 579k • 12 • 1 -
BounharAbdelaziz/Terjman-Nano-v2.0
Translation • 76.4M • Updated • 6 • 2
Arabic (MSA) Summarization Models & Datasets
A collection of models (and the dataset used to train them) that are trained for summarizing arabic text.
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BounharAbdelaziz/MaYofid-Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 5 -
BounharAbdelaziz/MaYofid-Falcon3-3B-Instruct
Text Generation • 3B • Updated • 4 -
BounharAbdelaziz/MaYofid-Qwen2.5-3B-Instruct-AWQ
3B • Updated -
BounharAbdelaziz/Arabic-Synthetic-Summarization-Dataset-Filtered
Viewer • Updated • 4.41k • 13 • 1
LLM Post-training
Moroccan Darija Datasets
A collection of all available datasets for pretraining LLMs
Reward models
General RL
RL Maths
RL Agents
SFT Informal Maths
SFT Vision Thinking
Code Agents
Frugal-AI
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Shorter but not Worse: Frugal Reasoning via Easy Samples as Length Regularizers in Math RLVR
Paper • 2511.01937 • Published • 16 -
MBZUAI-Paris/Frugal-Thinking-30B-A3B
Text Generation • 31B • Updated • 2 -
MBZUAI-Paris/Frugal-Thinking-4B
Text Generation • 4B • Updated • 6 • • 7 -
MBZUAI-Paris/Frugal-Thinking-RL-Data
Viewer • Updated • 177k • 21 • 5
Moroccan Darija LLMs
Language Models that speaks Moroccan darija (ary)
Moroccan Speech Models & Datasets
Moroccan darija STT
Arabic (MSA) Language Models & Datasets
RL for LLMs
LLM Post-training
AI Agents
Collection of agents datasets
Moroccan Darija Datasets
A collection of all available datasets for pretraining LLMs
SFT for LLMs
Reward models
SFT Mix
General RL
RL Vision
RL Maths
RL Code
RL Agents
SFT Math
SFT Informal Maths
SFT Vision
SFT Vision Thinking
SFT VLM
Code Agents
Web Agents
Frugal-AI
-
Shorter but not Worse: Frugal Reasoning via Easy Samples as Length Regularizers in Math RLVR
Paper • 2511.01937 • Published • 16 -
MBZUAI-Paris/Frugal-Thinking-30B-A3B
Text Generation • 31B • Updated • 2 -
MBZUAI-Paris/Frugal-Thinking-4B
Text Generation • 4B • Updated • 6 • • 7 -
MBZUAI-Paris/Frugal-Thinking-RL-Data
Viewer • Updated • 177k • 21 • 5
RLHF/RLVR
Some RLHF/RLVR experiments using GRPO and DPO.
Moroccan Darija LLMs
Language Models that speaks Moroccan darija (ary)
Moroccan Darija Embeddings Models & Datasets
Sentence and word embedding models for Moroccan darija (ary)
-
BounharAbdelaziz/Morocco-Darija-Sentence-Embedding-v0.2
Sentence Similarity • 0.6B • Updated • 2 -
BounharAbdelaziz/ModernBERT-Morocco-Sentence-Embeddings-v0.2-bs-32-lr-2e-05-ep-2-wp-0.05-gacc-1-gnm-1.0-v0.3
Sentence Similarity • 0.2B • Updated • 13 -
BounharAbdelaziz/Morocco-Darija-Sentence-Embedding-v0.1
Feature Extraction • 0.6B • Updated • 84 • 2 -
BounharAbdelaziz/XLM-RoBERTa-Morocco-bs-32-lr-2e-05-ep-2-wp-0.05-gacc-1-gnm-1.0-v0.3
0.6B • Updated • 3
Moroccan Speech Models & Datasets
Moroccan darija STT
Translation Models & Datasets
English to Moroccan darija (ary) models
-
BounharAbdelaziz/Terjman-v2-English-Morocco-Darija-Dataset-350K
Viewer • Updated • 355k • 20 • 1 -
BounharAbdelaziz/Morocco-Darija-Translation-Dataset-Multilingual-22K
Viewer • Updated • 22.1k • 9 • 1 -
BounharAbdelaziz/Terjman-v2-English-Darija-Dataset-580K
Viewer • Updated • 579k • 12 • 1 -
BounharAbdelaziz/Terjman-Nano-v2.0
Translation • 76.4M • Updated • 6 • 2
Arabic (MSA) Language Models & Datasets
Arabic (MSA) Summarization Models & Datasets
A collection of models (and the dataset used to train them) that are trained for summarizing arabic text.
-
BounharAbdelaziz/MaYofid-Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 5 -
BounharAbdelaziz/MaYofid-Falcon3-3B-Instruct
Text Generation • 3B • Updated • 4 -
BounharAbdelaziz/MaYofid-Qwen2.5-3B-Instruct-AWQ
3B • Updated -
BounharAbdelaziz/Arabic-Synthetic-Summarization-Dataset-Filtered
Viewer • Updated • 4.41k • 13 • 1