Instructions to use fableforge-ai/FableForge with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fableforge-ai/FableForge with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="fableforge-ai/FableForge")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("fableforge-ai/FableForge") model = AutoModelForCausalLM.from_pretrained("fableforge-ai/FableForge") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use fableforge-ai/FableForge with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "fableforge-ai/FableForge" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fableforge-ai/FableForge", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/fableforge-ai/FableForge
- SGLang
How to use fableforge-ai/FableForge 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" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fableforge-ai/FableForge", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'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" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "fableforge-ai/FableForge", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use fableforge-ai/FableForge with Docker Model Runner:
docker model run hf.co/fableforge-ai/FableForge
Viral card: model-tree metadata, quant table, Ollama-from-source, demo funnel
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README.md
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license: apache-2.0
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language:
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tags:
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- fableforge
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library_name: transformers
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pipeline_tag: text-generation
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---
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# FableForge
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- [FableForge-14B](https://huggingface.co/fableforge-ai/FableForge-14B) β Premium uncensored model
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- [ReasonCritic-7B](https://huggingface.co/fableforge-ai/ReasonCritic-7B) β Uncensored reasoning model
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- [ShellWhisperer-1.5B](https://huggingface.co/fableforge-ai/ShellWhisperer-1.5B) β Ultra-fast shell assistant
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- [NEXUS-Coder](https://huggingface.co/fableforge-ai/NEXUS-Coder) β Code specialist
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- [NEXUS-Security](https://huggingface.co/fableforge-ai/NEXUS-Security) β Security specialist
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- [NEXUS-Medical](https://huggingface.co/fableforge-ai/NEXUS-Medical) β Medical specialist
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- [NEXUS-Legal](https://huggingface.co/fableforge-ai/NEXUS-Legal) β Legal specialist
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- [NEXUS-Finance](https://huggingface.co/fableforge-ai/NEXUS-Finance) β Finance specialist
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- [NEXUS-Science](https://huggingface.co/fableforge-ai/NEXUS-Science) β Science specialist
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license: apache-2.0
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language:
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- en
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- coding
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- fableforge
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- generalist
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- nexus
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- reasoning
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- text-generation
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- uncensored
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---
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# FableForge
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> **FableForge generalist β all NEXUS domains distilled into one model.**
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[](https://huggingface.co/fableforge-ai/FableForge) [](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus)
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Part of the **FableForge** ecosystem.
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---
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## β‘ Run it now β Ollama (GGUF build)
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```bash
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ollama run hf.co/fableforge-ai/FableForge:Q4_K_M
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```
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π¦ **GGUF quants:** [fableforge-ai/FableForge](https://huggingface.co/fableforge-ai/FableForge)
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## π§ Prompt format (ChatML)
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```
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<|im_start|>system
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{system_prompt}<|im_end|>
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<|im_start|>user
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{prompt}<|im_end|>
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<|im_start|>assistant
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```
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## π See it live β the FableForge demos
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This family powers a galaxy of free, interactive HF Spaces:
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- π§ [FableForge Nexus](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus)
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- πΊ [Infinite NPC](https://huggingface.co/spaces/fableforge-ai/infinite-npc)
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- π [Dual-GM](https://huggingface.co/spaces/King3Djbl/dual-gm-simulator)
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- π» [ShellWhisperer](https://huggingface.co/spaces/King3Djbl/shellwhisperer-terminal)
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- π» [Ghost Writer](https://huggingface.co/spaces/fableforge-ai/ghost-writer)
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---
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*β Like & share β it helps people find the source instead of a mirror.*
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