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Model: brittlewis12/stable-code-3b-GGUF
Source: Original Platform

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README.md

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+---
+base_model: stabilityai/stable-code-3b
+inference: false
+language:
+  - en
+license: other
+license_link: https://huggingface.co/stabilityai/stable-code-3b/blob/main/LICENSE
+model_creator: stabilityai
+model_name: stable-code-3b
+pipeline_tag: text-generation
+datasets:
+  - tiiuae/falcon-refinedweb
+  - bigcode/the-stack-github-issues
+  - bigcode/commitpackft
+  - bigcode/starcoderdata
+  - EleutherAI/proof-pile-2
+  - meta-math/MetaMathQA
+tags:
+  - causal-lm
+  - code
+quantized_by: brittlewis12
+---
+
+# stable-code-3b GGUF
+
+Original model: [stable-code-3b](https://huggingface.co/stabilityai/stable-code-3b)
+Model creator: [StabilityAI](https://huggingface.co/stabilityai/stable-code-3b)
+
+This repo contains GGUF format model files for StabilityAI’s stable-code-3b with 16k context.
+
+> stable-code-3b is a 2.7B billion parameter decoder-only language model pre-trained on 1.3 trillion tokens of diverse textual and code datasets. stable-code-3b is trained on 18 programming languages (selected based on the 2023 StackOverflow Developer Survey) and demonstrates state-of-the-art performance (compared to models of similar size) on the MultiPL-E metrics across multiple programming languages tested using BigCode's Evaluation Harness.
+
+
+### What is GGUF?
+
+GGUF is a file format for representing AI models. It is the third version of the format, introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp.
+Converted using llama.cpp build 1897 (revision [2b3a665](https://github.com/ggerganov/llama.cpp/commit/2b3a665))
+
+## Prompt template: Completion or Fill-in-Middle
+
+### Completion
+
+```
+{{prompt}}
+```
+
+### Fill-in-Middle (FIM)
+
+```
+<fim_prefix>{{prefix code}}<fim_suffix>{{suffix code}}<fim_middle>
+```
+
+Example prompt with special prefix, suffix, and middle tokens in context:
+
+```
+<fim_prefix>def fib(n):
+<fim_suffix>
+    else:
+        return fib(n - 2) + fib(n - 1)
+<fim_middle>
+```
+
+---
+
+## Download & run with [cnvrs](https://twitter.com/cnvrsai) on iPhone, iPad, and Mac!
+
+![cnvrs.ai](https://pbs.twimg.com/profile_images/1744049151241797632/0mIP-P9e_400x400.jpg)
+
+[cnvrs](https://testflight.apple.com/join/sFWReS7K) is the best app for private, local AI on your device:
+- create & save **Characters** with custom system prompts & temperature settings
+- download and experiment with any **GGUF model** you can [find on HuggingFace](https://huggingface.co/models?library=gguf)!
+- make it your own with custom **Theme colors**
+- powered by Metal ⚡️ & [Llama.cpp](https://github.com/ggerganov/llama.cpp), with **haptics** during response streaming!
+- **try it out** yourself today, on [Testflight](https://testflight.apple.com/join/sFWReS7K)!
+- follow [cnvrs on twitter](https://twitter.com/cnvrsai) to stay up to date
+
+---
+
+# Original Model Evaluation
+
+![spiderchart](https://huggingface.co/stabilityai/stable-code-3b/raw/main/stable_code_3b_spiderchart.svg)
+
+| Model            | Size | Python | C++  | Javascript | Java | PHP  | Rust |
+|------------------|------|--------|------|------------|------|------|------|
+| **Stable Code**  | 3B   | 32.4%  | 30.9%| 32.1%      | 32.1%| 24.2%| 23.0%|
+| CodeLLama        | 7B   | 30.0%  | 28.2%| 32.5%      | 31.1%| 25.7%| 26.3%|
+| Deepseek Coder   | 1.3B | 28.6%  | 29.2%| 28.7%      | 29.0%| 23.6%| 18.5%|
+| Wizard Coder     | 3B   | 31.6%  | 25.6%| 26.2%      | 25.8%| 25.3%| 20.4%|
+| StarCoder        | 3B   | 21.6%  | 19.8%| 21.5%      | 20.5%| 19.0%| 16.9%|
+| Replit Code V1.5 | 3B   | 23.0%  | 25.9%| 26.2%      | 23.6%| 23.2%| 21.5%|
+| Deci Coder       | 1B   | 19.1%  | 6.8% | 18.4%      | 16.7%| 2.1% | 1.7% |

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