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 12 hours ago
IFM/K2-Horizon-7B-Uno:Independent throughput benchmark on RTX PRO 6000 (Blackwell): Uno vs DSpark at batch 1 and 64 new activity about 14 hours ago
IFM/K2-Horizon-7B:⚡ Up to 5.1x faster inference with DSpark speculative decoding (71 --> 364 tokens/sec)Organizations
spaces 12
Sleeping
Agents
Wikipedia Agent with Groq and Mixtral
🏆
Answer questions using Wikipedia and AI
Sleeping
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 102
rasyosef/LFM3-1.7B-DSpark
0.3B • Updated • 95 • 2
rasyosef/LFM3-1.7B-DSpark-GGUF
Text Generation • 0.3B • Updated • 400
rasyosef/K2-Horizon-7B-DSpark
0.9B • Updated • 84
rasyosef/K2-Horizon-3.7B-DSpark
0.5B • Updated • 87
rasyosef/gemma-4-E4B-it-dspark-GGUF
Text Generation • 0.5B • Updated • 546
rasyosef/Qwen3.5-2B-DSpark-v2
0.3B • Updated • 166
rasyosef/gemma-4-E4B-it-spec-v2
0.5B • Updated • 26
rasyosef/gemma-4-E2B-it-dspark-GGUF
Text Generation • 0.3B • Updated • 683 • 1
rasyosef/gemma-4-E4B-it-dspark
0.5B • Updated • 101 • 1
rasyosef/gemma-4-E2B-it-dflash2
0.3B • Updated • 198
datasets 24
rasyosef/open-perfectblend_LFM3-1.7B
Viewer • Updated • 108k • 47
rasyosef/open-perfectblend_K2-Horizon-7B
Viewer • Updated • 100k • 50
rasyosef/open-perfectblend_K2-Horizon-3.7B
Viewer • Updated • 48.6k • 45
rasyosef/open-perfectblend_gemma-4-E4B-it
Viewer • Updated • 211k • 63
rasyosef/open-perfectblend-qwen-3.5-2b
Viewer • Updated • 180k • 68
rasyosef/open-perfectblend-phi-4-mini-instruct
Viewer • Updated • 116k • 58
rasyosef/open-perfectblend-qwen3-1.7b
Viewer • Updated • 168k • 21
rasyosef/Amharic-Passage-Retrieval-Dataset-V2
Viewer • Updated • 68.3k • 88
rasyosef/Amharic-Passage-Retrieval-Dataset-V2-With-Negatives
Viewer • Updated • 68.3k • 42 • 1
rasyosef/msmarco
Viewer • Updated • 558k • 30