Instructions to use fableforge-ai/FableForge-14B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use fableforge-ai/FableForge-14B with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="fableforge-ai/FableForge-14B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("fableforge-ai/FableForge-14B")
model = AutoModelForCausalLM.from_pretrained("fableforge-ai/FableForge-14B", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use fableforge-ai/FableForge-14B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "fableforge-ai/FableForge-14B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "fableforge-ai/FableForge-14B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/fableforge-ai/FableForge-14B

SGLang

How to use fableforge-ai/FableForge-14B with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "fableforge-ai/FableForge-14B" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "fableforge-ai/FableForge-14B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "fableforge-ai/FableForge-14B" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "fableforge-ai/FableForge-14B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use fableforge-ai/FableForge-14B with Docker Model Runner:
```
docker model run hf.co/fableforge-ai/FableForge-14B
```

King3Djbl commited on Jul 6

Commit

85a8998

verified ·

1 Parent(s): 9e4860d

Viral card: model-tree metadata, quant table, Ollama-from-source, demo funnel

Browse files

Files changed (1) hide show

README.md +33 -40

README.md CHANGED Viewed

@@ -2,63 +2,56 @@
 license: apache-2.0
 language:
   - en
-pipeline_tag: text-generation
 library_name: transformers
 tags:
   - fableforge
-  - uncensored
-  - qwen3
-  - 14b
-  - gguf
-  - domain-specialist
   - reasoning
-  - no-refusals
-  - conversational
-base_model: Qwen/Qwen3-14B
-base_model_relation: finetune
-widget:
-  - text: "Explain the differences between TCP and UDP with examples."
-    example_title: "Networking"
 ---
 # FableForge-14B
-**Uncensored. Unfiltered. Unbound.**
-The most powerful fully-uncensored 14B instruction model — fine-tuned from Qwen3-14B on a massive multi-domain dataset.
-## Quick Start
-```python
-from transformers import AutoModelForCausalLM, AutoTokenizer
-model = AutoModelForCausalLM.from_pretrained("fableforge-ai/FableForge-14B")
-tokenizer = AutoTokenizer.from_pretrained("fableforge-ai/FableForge-14B")
 ```
-## Capabilities
-- Fully uncensored — zero refusals, disclaimers, or content filtering
-- Multi-domain expertise spanning coding, security, medical, legal, finance, science
-- 14B parameters for complex reasoning
-## Training
-| Parameter | Value |
-|-----------|-------|
-| Base Model | Qwen3-14B |
-| Method | QLoRA |
-| Precision | bfloat16 |
-| License | Apache 2.0 |
-## FableForge Ecosystem
-| Model | Size | Focus |
-|-------|------|-------|
-| **FableForge-14B** | **14B** | **Premium generalist** |
-| FableForge-1.5B | 1.5B | All-domain generalist |
-| ShellWhisperer-1.5B | 1.5B | Shell commands |
-| ReasonCritic-7B | 7B | Reasoning + uncensored |
-## License
-Apache 2.0 — commercial use allowed.

 license: apache-2.0
 language:
   - en
 library_name: transformers
+pipeline_tag: text-generation
+base_model: Qwen/Qwen3-14B
+base_model_relation: finetune
 tags:
+  - agent
   - fableforge
+  - generalist
   - reasoning
+  - text-generation
 ---
 # FableForge-14B
+> **FableForge 14B — the flagship generalist of the FableForge family.**
+[![Downloads](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fapi%2Fmodels%2Ffableforge-ai%2FFableForge-14B&query=downloads&label=downloads&color=blue)](https://huggingface.co/fableforge-ai/FableForge-14B) [![Demos](https://img.shields.io/badge/🤗-Live%20Demos-orange)](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus)
+Base model: [Qwen/Qwen3-14B](https://huggingface.co/Qwen/Qwen3-14B)  ·  Part of the **FableForge** ecosystem.
+---
+## ⚡ Run it now — Ollama (GGUF build)
+```bash
+ollama run hf.co/fableforge-ai/FableForge-14B:Q4_K_M
 ```
+📦 **GGUF quants:** [fableforge-ai/FableForge-14B](https://huggingface.co/fableforge-ai/FableForge-14B)
+## 🧠 Prompt format (ChatML)
+```
+<|im_start|>system
+{system_prompt}<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+## 🌌 See it live — the FableForge demos
+This family powers a galaxy of free, interactive HF Spaces:
+- 🧭 [FableForge Nexus](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus)
+- 🍺 [Infinite NPC](https://huggingface.co/spaces/fableforge-ai/infinite-npc)
+- 🎭 [Dual-GM](https://huggingface.co/spaces/King3Djbl/dual-gm-simulator)
+- 💻 [ShellWhisperer](https://huggingface.co/spaces/King3Djbl/shellwhisperer-terminal)
+- 👻 [Ghost Writer](https://huggingface.co/spaces/fableforge-ai/ghost-writer)
+---
+*⭐ Like & share — it helps people find the source instead of a mirror.*