SPLADE sparse retrieval models based on BERT-Tiny (4M) and BERT-Mini (11M) distilled from a Cross-Encoder on the MSMARCO dataset
Yosef Worku Alemneh
rasyosef
AI & ML interests
Pretraining, Supervised Fine Tuning, Direct Preference Optimization, Retrieval Augmented Generation (RAG), Function Calling
Recent Activity
updated
a collection
4 days ago
SPLADE-Tiny-MSMARCO
updated
a collection
4 days ago
SPLADE-Tiny-MSMARCO
updated
a collection
4 days ago
SPLADE-Tiny-MSMARCO
Organizations
Text Embedding and ColBERT models based on Amharic RoBERTa and BERT for Amharic passage retrieval
-
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
Paper • 2505.19356 • Published -
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity • 0.1B • Updated • 4 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 1 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 42.1M • Updated • 3
SPLADE sparse retrieval models based on BERT-Tiny (4M) and BERT-Mini (11M) distilled from a Cross-Encoder on the MSMARCO dataset
Text Embedding and ColBERT models based on Amharic RoBERTa and BERT for Amharic passage retrieval
-
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
Paper • 2505.19356 • Published -
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity • 0.1B • Updated • 4 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 1 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 42.1M • Updated • 3
spaces
12
Sleeping
Wikipedia Agent with Groq and Mixtral
🏆
Answer questions using Wikipedia and AI
Sleeping
Llama 3.2 400M Amharic Instruct
💻
Generates Amharic stories, poems, jokes and general info
Running
Llama 3.2 Amharic Chat
🏢
An Amharic chatbot was created using Llama-3.2-Amharic
Sleeping
2
GPT2 Amharic
⚡
Sleeping
4
Phi 2 Chat
🐨
Generate text responses in a chat interface
Sleeping
Phi 1.5 Chat
🔥
models
74
rasyosef/natural_questions_3m_splade_index
Updated
rasyosef/ColBERT-Mini
Sentence Similarity
•
11.2M
•
Updated
•
38
rasyosef/splade-small
Feature Extraction
•
28.8M
•
Updated
•
71
•
1
rasyosef/splade-mini
Feature Extraction
•
11.2M
•
Updated
•
231
•
4
rasyosef/splade-tiny
Feature Extraction
•
4.42M
•
Updated
•
65.2k
•
•
6
rasyosef/natural_questions_108k_splade_index
Updated
rasyosef/msmarco_dev_1M_splade_index
Updated
rasyosef/Llama-3.2-400M-Amharic
Text Generation
•
0.4B
•
Updated
•
13
•
3
rasyosef/RoBERTa-Amharic-Reranker-Base
Text Ranking
•
0.1B
•
Updated
•
3
rasyosef/SPLADE-RoBERTa-Amharic-Base
Feature Extraction
•
0.1B
•
Updated
•
3
datasets
16
rasyosef/msmarco
Viewer
•
Updated
•
558k
•
85
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer
•
Updated
•
44.7k
•
15
rasyosef/amharic-passage-retrieval-dataset
Viewer
•
Updated
•
44.7k
•
22
•
1
rasyosef/amharic-passage-retrieval-dataset-v2
Viewer
•
Updated
•
68.3k
•
11
rasyosef/flores_english_amharic_mt
Viewer
•
Updated
•
6.03k
•
13
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer
•
Updated
•
12.6k
•
11
rasyosef/amharic-llama-preferences
Viewer
•
Updated
•
14.9k
•
3
rasyosef/amharic-openhermes
Viewer
•
Updated
•
250
•
6
rasyosef/amharic-relevance-dataset-binary
Viewer
•
Updated
•
125k
•
6
rasyosef/xlsum_amharic_summarization
Viewer
•
Updated
•
56.7k
•
5