Quantization made by Richard Erkhov. [Github](https://github.com/RichardErkhov) [Discord](https://discord.gg/pvy7H8DZMG) [Request more models](https://github.com/RichardErkhov/quant_request) starcoder2-3b-instruct-v0.1 - GGUF - Model creator: https://huggingface.co/onekq-ai/ - Original model: https://huggingface.co/onekq-ai/starcoder2-3b-instruct-v0.1/ | Name | Quant method | Size | | ---- | ---- | ---- | | [starcoder2-3b-instruct-v0.1.Q2_K.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q2_K.gguf) | Q2_K | 1.14GB | | [starcoder2-3b-instruct-v0.1.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q3_K_S.gguf) | Q3_K_S | 1.27GB | | [starcoder2-3b-instruct-v0.1.Q3_K.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q3_K.gguf) | Q3_K | 1.46GB | | [starcoder2-3b-instruct-v0.1.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q3_K_M.gguf) | Q3_K_M | 1.46GB | | [starcoder2-3b-instruct-v0.1.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q3_K_L.gguf) | Q3_K_L | 1.62GB | | [starcoder2-3b-instruct-v0.1.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.IQ4_XS.gguf) | IQ4_XS | 1.56GB | | [starcoder2-3b-instruct-v0.1.Q4_0.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q4_0.gguf) | Q4_0 | 1.63GB | | [starcoder2-3b-instruct-v0.1.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.IQ4_NL.gguf) | IQ4_NL | 1.64GB | | [starcoder2-3b-instruct-v0.1.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q4_K_S.gguf) | Q4_K_S | 1.64GB | | [starcoder2-3b-instruct-v0.1.Q4_K.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q4_K.gguf) | Q4_K | 1.76GB | | [starcoder2-3b-instruct-v0.1.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q4_K_M.gguf) | Q4_K_M | 1.76GB | | [starcoder2-3b-instruct-v0.1.Q4_1.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q4_1.gguf) | Q4_1 | 1.8GB | | [starcoder2-3b-instruct-v0.1.Q5_0.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q5_0.gguf) | Q5_0 | 1.96GB | | [starcoder2-3b-instruct-v0.1.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q5_K_S.gguf) | Q5_K_S | 1.96GB | | [starcoder2-3b-instruct-v0.1.Q5_K.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q5_K.gguf) | Q5_K | 2.03GB | | [starcoder2-3b-instruct-v0.1.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q5_K_M.gguf) | Q5_K_M | 2.03GB | | [starcoder2-3b-instruct-v0.1.Q5_1.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q5_1.gguf) | Q5_1 | 2.13GB | | [starcoder2-3b-instruct-v0.1.Q6_K.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q6_K.gguf) | Q6_K | 2.32GB | | [starcoder2-3b-instruct-v0.1.Q8_0.gguf](https://huggingface.co/RichardErkhov/onekq-ai_-_starcoder2-3b-instruct-v0.1-gguf/blob/main/starcoder2-3b-instruct-v0.1.Q8_0.gguf) | Q8_0 | 3.0GB | Original model description: --- license: bigcode-openrail-m datasets: - bigcode/self-oss-instruct-sc2-exec-filter-50k base_model: - bigcode/starcoder2-3b library_name: transformers --- Starcoder2-3b finetuned the same way as https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1 using https://huggingface.co/datasets/bigcode/self-oss-instruct-sc2-exec-filter-50k * Epochs: 1 * Learning Rate: 0.0001 * Lora Rank: 8 * Batch Size: 16 * Evaluation Split: 0