🐦‍⬛ RavenX-Trade 8B v1.1 — GGUF (Ollama / llama.cpp / LM Studio)

GGUF · 128K context · 4-step MAP protocol · 318K training examples

Qwen3-8B fine-tuned for autonomous trading analysis. GGUF quantizations for Ollama, llama.cpp, and LM Studio.

🍎 MLX (Apple Silicon): RavenX-Trade-8B-MAP-128k-mlx-4bit

🛡️ Security model: RavenX-Sec-8B-GGUF

Built by @DeadByDawn101 · RavenX LLC

Quick Start (Ollama)

# Run directly from HuggingFace — no push needed
ollama run hf.co/deadbydawn101/RavenX-Trade-8B-GGUF:ravenx-trade-v1.1-128k-Q8_0

Available Quantizations

File	Quant	Size	Use Case
`ravenx-trade-v1.1-128k-f16.gguf`	F16	~16 GB	Full precision, maximum quality
`ravenx-trade-v1.1-128k-Q8_0.gguf`	Q8_0	~8.5 GB	Best quality quantized
`ravenx-trade-v1.1-128k-Q5_K_M.gguf`	Q5_K_M	~5.7 GB	Balanced quality/speed
`ravenx-trade-v1.1-128k-Q4_K_M.gguf`	Q4_K_M	~4.9 GB	Fast inference, lower memory

Example Output (4-Step MAP Protocol)

MAP STEP 1: MARKET
- Asset: Bitcoin (BTC)
- Price: 67500.00
- Timeframe: 15-minute
- Market Context: Early phase of bullish setup

MAP STEP 2: ANALYZE
- RSI at 28: Deep oversold, potential bounce
- MACD just bullish crossover: Confirmation of bullish momentum
- 3x average volume: High conviction, likely accumulation

MAP STEP 3: PREDICT
- Signal: Strong potential for bullish reversal
- Confidence: 85%
- Target: 68000.00

MAP STEP 4: TRADE
- Action: Buy
- Entry: 67500.00
- Stop Loss: 66500.00
- Target: 68000.00
- Risk/Reward: 1:1.5
- Position Size: 2.5% of portfolio

Model Details

Parameter	Value
Architecture	Qwen3-8B
Base	Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1
Context	128K (YaRN rope scaling, factor 4.0)
Training Data	318,675 examples (21 datasets + 15 repos)
Method	MLX LoRA (rank 32, 8 layers, 1e-5 LR, 2000 iters)
Hardware	Apple M1 Max 64GB

The RavenX Model Family

Model	Domain	Protocol	Training Data
RavenX-Sec v4.0	Security	6-step RATH	610K examples
RavenX-Trade v1.1	Trading	4-step MAP	318K examples

Source Code

github.com/DeadByDawn101/RavenX-Trade

License

Apache-2.0

"We don't give up. We do what others don't and build what isn't possible." — RavenX LLC