Instructions to use Nasaawakening/Zoder2.0-1B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use Nasaawakening/Zoder2.0-1B with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Nasaawakening/Zoder2.0-1B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Nasaawakening/Zoder2.0-1B:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Nasaawakening/Zoder2.0-1B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Nasaawakening/Zoder2.0-1B:Q4_K_M

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:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Nasaawakening/Zoder2.0-1B:Q4_K_M

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:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Nasaawakening/Zoder2.0-1B:Q4_K_M

Use Docker

docker model run hf.co/Nasaawakening/Zoder2.0-1B:Q4_K_M

LM Studio
Jan
Ollama
How to use Nasaawakening/Zoder2.0-1B with Ollama:
```
ollama run hf.co/Nasaawakening/Zoder2.0-1B:Q4_K_M
```

Unsloth Studio

How to use Nasaawakening/Zoder2.0-1B with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Nasaawakening/Zoder2.0-1B to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Nasaawakening/Zoder2.0-1B to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Nasaawakening/Zoder2.0-1B to start chatting

Docker Model Runner
How to use Nasaawakening/Zoder2.0-1B with Docker Model Runner:
```
docker model run hf.co/Nasaawakening/Zoder2.0-1B:Q4_K_M
```

Lemonade

How to use Nasaawakening/Zoder2.0-1B with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Nasaawakening/Zoder2.0-1B:Q4_K_M

Run and chat with the model

lemonade run user.Zoder2.0-1B-Q4_K_M

List all available models

lemonade list

Atomic Chat

🧬 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

Downloads last month: 292

Safetensors

Model size

1B params

Tensor type

F16

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for Nasaawakening/Zoder2.0-1B

Base model

openbmb/MiniCPM5-1B

Finetuned

GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking

Quantized

(10)

this model

Quantizations

1 model

Nasaawakening
/

Zoder2.0-1B