---
datasets:
- cognitivecomputations/dolphin
- jondurbin/airoboros-2.2.1
- cognitivecomputations/dolphin-coder
- teknium/openhermes
- ise-uiuc/Magicoder-OSS-Instruct-75K
- ise-uiuc/Magicoder-Evol-Instruct-110K
- m-a-p/Code-Feedback
- m-a-p/CodeFeedback-Filtered-Instruction
- microsoft/orca-math-word-problems-200k
language:
- en
license: bigcode-openrail-m
quantized_by: bartowski
pipeline_tag: text-generation
---

## Llamacpp Quantizations of dolphincoder-starcoder2-7b

Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2354">b2354</a> for quantization.

Original model: https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-7b

Download a file (not the whole branch) from below:

| Filename | Quant type | File Size | Description |
| -------- | ---------- | --------- | ----------- |
| [dolphincoder-starcoder2-7b-Q8_0.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q8_0.gguf) | Q8_0 | 7.86GB | Extremely high quality, generally unneeded but max available quant. |
| [dolphincoder-starcoder2-7b-Q6_K.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q6_K.gguf) | Q6_K | 6.07GB | Very high quality, near perfect, *recommended*. |
| [dolphincoder-starcoder2-7b-Q5_K_M.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q5_K_M.gguf) | Q5_K_M | 5.31GB | High quality, very usable. |
| [dolphincoder-starcoder2-7b-Q5_K_S.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q5_K_S.gguf) | Q5_K_S | 5.12GB | High quality, very usable. |
| [dolphincoder-starcoder2-7b-Q5_0.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q5_0.gguf) | Q5_0 | 5.12GB | High quality, older format, generally not recommended. |
| [dolphincoder-starcoder2-7b-Q4_K_M.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q4_K_M.gguf) | Q4_K_M | 4.58GB | Good quality, similar to 4.25 bpw. |
| [dolphincoder-starcoder2-7b-Q4_K_S.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q4_K_S.gguf) | Q4_K_S | 4.31GB | Slightly lower quality with small space savings. |
| [dolphincoder-starcoder2-7b-Q4_0.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q4_0.gguf) | Q4_0 | 4.22GB | Decent quality, older format, generally not recommended. |
| [dolphincoder-starcoder2-7b-Q3_K_L.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q3_K_L.gguf) | Q3_K_L | 4.17GB | Lower quality but usable, good for low RAM availability. |
| [dolphincoder-starcoder2-7b-Q3_K_M.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q3_K_M.gguf) | Q3_K_M | 3.78GB | Even lower quality. |
| [dolphincoder-starcoder2-7b-Q3_K_S.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q3_K_S.gguf) | Q3_K_S | 3.27GB | Low quality, not recommended. |
| [dolphincoder-starcoder2-7b-Q2_K.gguf](https://huggingface.co/bartowski/dolphincoder-starcoder2-7b-GGUF//main/dolphincoder-starcoder2-7b-Q2_K.gguf) | Q2_K | 2.91GB | Extremely low quality, *not* recommended.

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