How to use from
llama.cppInstall from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Nasaawakening/Zoder2.0-1B:# Run inference directly in the terminal:
llama cli -hf Nasaawakening/Zoder2.0-1B:Use pre-built binary
# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf Nasaawakening/Zoder2.0-1B:# Run inference directly in the terminal:
./llama-cli -hf Nasaawakening/Zoder2.0-1B:Build from source code
git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf Nasaawakening/Zoder2.0-1B:# Run inference directly in the terminal:
./build/bin/llama-cli -hf Nasaawakening/Zoder2.0-1B:Use Docker
docker model run hf.co/Nasaawakening/Zoder2.0-1B:Quick Links
🧬 Zoder 2.0-1B (REFINED)
Two-phase refinement: TIES ensemble + SLERP pullback toward the proven Zoder 1.0-1B lineage, with auto-tuned interpolation.
Merge Architecture
openbmb/MiniCPM5-1B
├── V2 (w0.8, d0.9) ─┐
── V1 (w0.2, d0.6) ─┤ TIES → Phase-1
│
Zoder1.0-1B ─── SLERP(t=0.2) ─── Phase-1 → ZODER 2.0-1B REFINED
Auto-Tune Sweep Results
| t | DNA 1.0 | Quick Score |
|---|---|---|
| 0.2 | 80% | 4/4 |
| 0.3 | 70% | 4/4 |
| 0.4 | 60% | 4/4 |
Selected t: 0.2 (DNA Zoder 1.0: 80%)
Full Benchmark
| Test | Status |
|---|---|
| Basic Conversation | ✅ PASS |
| Logical Reasoning | ✅ PASS |
| Code Generation | ✅ PASS |
| Creative Writing | ✅ PASS |
| Instruction Following | ❌ WEAK |
| Multi-turn Memory | ❌ WEAK |
| Math Problem | ✅ PASS |
| Termux Knowledge | ✅ PASS |
Score: 6/8 (75%) | Baseline Zoder 1.0-1B: 8/8 (100%)
GGUF Quants
| Quant | Size | Recommended For |
|---|---|---|
| Q2_K | 463.3 MB | 1-2GB RAM (fastest) |
| Q3_K_M | 555.9 MB | 2-3GB RAM |
| Q4_K_M | 656.2 MB | Mobile/Termux 4GB+ (sweet spot) |
| Q5_K_M | 664.1 MB | 8GB+ RAM |
| Q6_K | 671.5 MB | 12GB+ RAM |
| Q8_0 | 664.6 MB | 16GB+ RAM (max quality) |
Identity
- Name: Zoder
- Model: Zoder2.0-1B
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Model tree for Nasaawakening/Zoder2.0-1B
Base model
openbmb/MiniCPM5-1B
Install (macOS, Linux)
# Start a local OpenAI-compatible server with a web UI: llama serve -hf Nasaawakening/Zoder2.0-1B:# Run inference directly in the terminal: llama cli -hf Nasaawakening/Zoder2.0-1B: