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- ---
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- language:
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- - en
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- license: mit
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- library_name: transformers
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- pipeline_tag: text-generation
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- tags:
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- - fableforge
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- - agent
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- - code-generation
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- - tool-use
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- - reasoning
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- - base
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- base_model: meta-llama/Llama-2-7b-chat-hf
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- ---
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-
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  # FableForge
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- The base unified agent model - a 7B parameter model fine-tuned for agent tasks including planning, tool use, code generation, and self-correction. The foundation model for the FableForge ecosystem.
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-
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- ## Quick Start
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-
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- ```python
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- from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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- model_name = "fableforge-ai/FableForge"
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- tokenizer = AutoTokenizer.from_pretrained(model_name)
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- model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")
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-
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- prompt = """You are an AI agent. Complete the following task:
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-
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- Task: Write a Python function to calculate the Fibonacci sequence.
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-
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- Reasoning:"""
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-
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- inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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- outputs = model.generate(**inputs, max_new_tokens=512, temperature=0.6, top_p=0.9)
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- print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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- ```
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-
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- ## Use Cases
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-
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- - General-purpose agent tasks
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- - Planning and decomposition
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- - Code generation with self-verification
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- - Integration with FableForge runtime and tools
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-
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- ### Integration with FableForge Ecosystem
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- ```python
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- from fableforge_agent_runtime import AgentRuntime
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- from fableforge_agent_skills import SkillLibrary
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- runtime = AgentRuntime(
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- model="fableforge-ai/FableForge",
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- skills=SkillLibrary.all(),
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- verification=True
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- )
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- result = runtime.run("Deploy a web server on AWS")
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- print(result.output)
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- print(result.verification_score)
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- ```
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- ## Ecosystem Integration
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-
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- Part of the **FableForge Agent Ecosystem** - 21 open-source projects for building, testing, and deploying AI agents.
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-
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- | Package | Install | Purpose |
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- |---------|---------|---------|
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- | `fableforge` | `pip install fableforge` | Unified CLI |
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- | `fableforge-anvil-agent` | `pip install fableforge-anvil-agent` | Self-verified coding agent |
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- | `fableforge-agent-swarm` | `pip install fableforge-agent-swarm` | Multi-agent orchestration |
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- | `fableforge-agent-runtime` | `pip install fableforge-agent-runtime` | Production agent runtime |
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- | `fableforge-agent-skills` | `pip install fableforge-agent-skills` | Skill library |
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- | `verifyloop` | `pip install verifyloop` | Verification loops |
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- | `reason-critic` | `pip install reason-critic` | Reasoning assessment |
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-
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- ## Model Details
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-
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- | Attribute | Value |
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- |-----------|-------|
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- | Architecture | LlamaForCausalLM |
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- | Parameters | 7B |
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- | Hidden Size | 4096 |
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- | Layers | 32 |
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- | Attention Heads | 32 |
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- | KV Heads | 32 |
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- | Max Context | 4096 |
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- | Training Data | Fable5 agent traces + curated reasoning datasets |
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- | License | MIT |
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-
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- ## Limitations
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-
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- - May generate incorrect code -- always use with verifyloop for critical tasks
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- - Trained primarily on English data; multilingual performance is limited
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- - Can hallucinate API signatures or tool parameters
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- - Not suitable for medical, legal, or financial advice without human review
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-
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- ## Citation
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-
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- ```bibtex
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- @misc{fableforge2024,
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- title={FableForge: Agent Orchestration via Fine-Tuned Language Models},
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- author={FableForge Team},
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- year={2024},
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- url={https://huggingface.co/fableforge-ai/FableForge}
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- }
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- ```
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  ## License
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- MIT License - see [LICENSE](LICENSE) for details.
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-
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- ---
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-
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- Built with hammer by the [FableForge](https://github.com/KingLabsA) team. Part of the [FableForge ecosystem](https://kinglabsa.github.io/fableforge/).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # FableForge
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+ **Part of the FableForge ecosystem — open-source uncensored AI models.**
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## Status
 
 
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+ This repo contains configuration files. The model weights are being trained and will be uploaded soon.
 
 
 
 
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+ ## Related Models
 
 
 
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+ - [ReasonCritic-7B](https://huggingface.co/fableforge-ai/ReasonCritic-7B) — Uncensored reasoning model (8 quants)
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+ - [ShellWhisperer-1.5B](https://huggingface.co/fableforge-ai/ShellWhisperer-1.5B) — Ultra-fast shell assistant (8 quants)
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+ - [Mythos 9B Unhinged](https://huggingface.co/King3Djbl/mythos-9b-unhinged) — Most popular uncensored model (3.5K+ downloads)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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+ Apache 2.0