---
base_model: tiiuae/Falcon3-3B-Instruct
license: other
license_name: falcon-llm-license
license_link: https://falconllm.tii.ae/falcon-terms-and-conditions.html
model_creator: tiiuae
model_name: Falcon3-3B-Instruct
quantized_by: Second State Inc.
language:
- en
- fr
- es
- pt
library_name: transformers
tags:
- falcon3
---

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# Falcon3-3B-Instruct-GGUF

## Original Model

[tiiuae/Falcon3-3B-Instruct](https://huggingface.co./tiiuae/Falcon3-3B-Instruct)

## Run with LlamaEdge

- LlamaEdge version: [v0.16.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.0) and above

- Prompt template

  - Prompt type: `falcon3`

  - Prompt string

    ```text
    <|system|>
    You are a helpful friendly assistant Falcon3 from TII, try to follow instructions as much as possible.
    <|user|>
    {user_message}
    <|assistant|>
    ```

- Context size: `32000`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Falcon3-3B-Instruct-Q5_K_M.gguf \
    llama-api-server.wasm \
    --model-name Falcon3-3B-Instruct \
    --prompt-template falcon3 \
    --ctx-size 32000
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Falcon3-3B-Instruct-Q5_K_M.gguf \
    llama-chat.wasm \
    --prompt-template falcon3 \
    --ctx-size 32000
  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Falcon3-3B-Instruct-Q2_K.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q2_K.gguf)     | Q2_K   | 2 | 1.35 GB| smallest, significant quality loss - not recommended for most purposes |
| [Falcon3-3B-Instruct-Q3_K_L.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 1.78 GB| small, substantial quality loss |
| [Falcon3-3B-Instruct-Q3_K_M.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 1.67 GB| very small, high quality loss |
| [Falcon3-3B-Instruct-Q3_K_S.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 1.55 GB| very small, high quality loss |
| [Falcon3-3B-Instruct-Q4_0.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q4_0.gguf)     | Q4_0   | 4 | 1.92 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Falcon3-3B-Instruct-Q4_K_M.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 2.01 GB| medium, balanced quality - recommended |
| [Falcon3-3B-Instruct-Q4_K_S.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 1.93 GB| small, greater quality loss |
| [Falcon3-3B-Instruct-Q5_0.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q5_0.gguf)     | Q5_0   | 5 | 2.28 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Falcon3-3B-Instruct-Q5_K_M.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 2.32 GB| large, very low quality loss - recommended |
| [Falcon3-3B-Instruct-Q5_K_S.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 2.28 GB| large, low quality loss - recommended |
| [Falcon3-3B-Instruct-Q6_K.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q6_K.gguf)     | Q6_K   | 6 | 2.65 GB| very large, extremely low quality loss |
| [Falcon3-3B-Instruct-Q8_0.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-Q8_0.gguf)     | Q8_0   | 8 | 3.43 GB| very large, extremely low quality loss - not recommended |
| [Falcon3-3B-Instruct-f16.gguf](https://huggingface.co./second-state/Falcon3-3B-Instruct-GGUF/blob/main/Falcon3-3B-Instruct-f16.gguf)       | f16    | 16 | 6.46 GB| |

*Quantized with llama.cpp b4381*