DSpark and DFlash2 draft models for faster inference with speculative decoding
Yosef Worku Alemneh
rasyosef
AI & ML interests
Pretraining, Supervised Fine Tuning, Direct Preference Optimization, Retrieval Augmented Generation (RAG), Function Calling
Recent Activity
new activity about 6 hours ago
Qwen/Qwen3-1.7B:Qwen3-1.7B-DSpark: A DSpark draft model for Qwen3-1.7B (upto 3x speedup; 220 --> 646 tokens/sec) updated a model about 7 hours ago
rasyosef/Qwen3.5-2B-DSpark updated a model about 8 hours ago
rasyosef/Qwen3-1.7B-DSparkOrganizations
spaces 12
Running
Agents
Wikipedia Agent with Groq and Mixtral
🏆
Answer questions using Wikipedia and AI
Running
Agents
Llama 3.2 400M Amharic Instruct
💻
Generates Amharic stories, poems, jokes and general info
Sleeping
Agents
Llama 3.2 Amharic Chat
🏢
An Amharic chatbot was created using Llama-3.2-Amharic
Runtime error
Agents
2
GPT2 Amharic
⚡
Runtime error
Agents
4
Phi 2 Chat
🐨
Generate text responses in a chat interface
Sleeping
Agents
Phi 1.5 Chat
🔥
models 86
rasyosef/Qwen3.5-2B-DSpark
0.5B • Updated • 116
rasyosef/Qwen3-1.7B-DSpark
0.3B • Updated
rasyosef/Qwen3.5-2B-DFlash2
0.4B • Updated • 10
rasyosef/gemma-4-E2B-it-dflash2
0.3B • Updated • 106
rasyosef/Llama-3.2-3B-Instruct-DSpark
0.7B • Updated • 86 • 1
rasyosef/gemma-4-E2B-it-dspark
0.3B • Updated • 72
rasyosef/Llama-3.2-1B-Instruct-DSpark
0.3B • Updated • 176
rasyosef/embedding-amharic-base
Text Retrieval • 0.1B • Updated • 1.17k
rasyosef/reranker-amharic-medium
Text Ranking • 42.1M • Updated • 58
rasyosef/reranker-amharic-base
Text Ranking • 0.1B • Updated • 249
datasets 19
rasyosef/open-perfectblend-qwen3-1.7b
Viewer • Updated • 78.6k • 23
rasyosef/open-perfectblend-qwen-3.5-2b
Viewer • Updated • 108k • 28
rasyosef/Amharic-Passage-Retrieval-Dataset-V2
Viewer • Updated • 68.3k • 39
rasyosef/Amharic-Passage-Retrieval-Dataset-V2-With-Negatives
Viewer • Updated • 68.3k • 113 • 1
rasyosef/msmarco
Viewer • Updated • 558k • 26
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer • Updated • 44.7k • 22
rasyosef/amharic-passage-retrieval-dataset
Viewer • Updated • 44.7k • 50 • 1
rasyosef/flores_english_amharic_mt
Viewer • Updated • 6.03k • 34
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer • Updated • 12.6k • 15
rasyosef/amharic-llama-preferences
Viewer • Updated • 14.9k • 23