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starcoder2-15b-instruct-v0.1-exl2
bartowski/starcoder2-15b-instruct-v0.1-exl2
starcoder2-15b-instruct-v0.1-exl2 is a text generation model from bartowski. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bigcode-openrail-m.
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.20"turboderp's ExLlamaV2 v0.0.20</a for quantization.
All-time downloads
51
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Repo size
55.9 GB
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0
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Repo makeup
Click a slice to open those files.
.json2 MB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bigcode-openrail-m
- Access
- Public
- Created
- Apr 30, 2024
- Updated
- Apr 30, 2024
- SHA
- bd7fa7c3
Try a prompt
Base models
Model card
From the Hugging Face model README
Exllama v2 Quantizations of starcoder2-15b-instruct-v0.1
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.20">turboderp's ExLlamaV2 v0.0.20</a> for quantization.
<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>
Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
Original model: https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1
Prompt format
<|endoftext|>You are an exceptionally intelligent coding assistant that consistently delivers accurate and reliable responses to user instructions.
### Instruction
{prompt}
### Response
<|endoftext|>
Available sizes
| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
|---|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 15.8 GB | 16.8 GB | 18.1 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | 8.0 | 13.9 GB | 14.9 GB | 16.2 GB | Near unquantized performance at vastly reduced size, recommended. |
| 5_0 | 5.0 | 6.0 | 11.0 GB | 12.0 GB | 13.2 GB | Slightly lower quality vs 6.5. |
| 4_25 | 4.25 | 6.0 | 9.5 GB | 10.5 GB | 11.8 GB | GPTQ equivalent bits per weight. |
| 3_5 | 3.5 | 6.0 | 8.1 GB | 9.1 GB | 10.4 GB | Lower quality, not recommended. |
Download instructions
With git:
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/starcoder2-15b-instruct-v0.1-exl2 starcoder2-15b-instruct-v0.1-exl2-6_5
With huggingface hub (credit to TheBloke for instructions):
pip3 install huggingface-hub
To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch:
Linux:
huggingface-cli download bartowski/starcoder2-15b-instruct-v0.1-exl2 --revision 6_5 --local-dir starcoder2-15b-instruct-v0.1-exl2-6_5 --local-dir-use-symlinks False
Windows (which apparently doesn't like _ in folders sometimes?):
huggingface-cli download bartowski/starcoder2-15b-instruct-v0.1-exl2 --revision 6_5 --local-dir starcoder2-15b-instruct-v0.1-exl2-6.5 --local-dir-use-symlinks False
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
- Task
- Text Generation
- Library
- transformers
- License
- bigcode-openrail-m
- Created
- Apr 30, 2024
- Updated
- Apr 30, 2024