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README.md

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+---
+language:
+- en
+license: apache-2.0
+tags:
+- chemistry
+- biology
+- not-for-all-audiences
+- merge
+- code
+- llama-cpp
+- gguf-my-repo
+base_model: Locutusque/TinyMistral-248M-v2.5
+datasets:
+- Locutusque/hercules-v1.0
+- Open-Orca/SlimOrca-Dedup
+inference:
+  parameters:
+    do_sample: true
+    renormalize_logits: false
+    temperature: 0.8
+    top_p: 0.14
+    top_k: 12
+    min_new_tokens: 2
+    max_new_tokens: 96
+    repetition_penalty: 1.15
+    no_repeat_ngram_size: 5
+    epsilon_cutoff: 0.002
+widget:
+- text: '<|im_start|>user
+
+    Write me a Python program that calculates the factorial of n. <|im_end|>
+
+    <|im_start|>assistant
+
+    '
+---
+
+# BasedBots/TinyMistral-248M-v2.5-Instruct-Q4_K_M-GGUF
+This model was converted to GGUF format from [`Locutusque/TinyMistral-248M-v2.5-Instruct`](https://huggingface.co/Locutusque/TinyMistral-248M-v2.5-Instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
+Refer to the [original model card](https://huggingface.co/Locutusque/TinyMistral-248M-v2.5-Instruct) for more details on the model.
+## Use with llama.cpp
+
+Install llama.cpp through brew.
+
+```bash
+brew install ggerganov/ggerganov/llama.cpp
+```
+Invoke the llama.cpp server or the CLI.
+
+CLI:
+
+```bash
+llama-cli --hf-repo BasedBots/TinyMistral-248M-v2.5-Instruct-Q4_K_M-GGUF --model tinymistral-248m-v2.5-instruct.Q4_K_M.gguf -p "The meaning to life and the universe is"
+```
+
+Server:
+
+```bash
+llama-server --hf-repo BasedBots/TinyMistral-248M-v2.5-Instruct-Q4_K_M-GGUF --model tinymistral-248m-v2.5-instruct.Q4_K_M.gguf -c 2048
+```
+
+Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
+
+```
+git clone https://github.com/ggerganov/llama.cpp &&             cd llama.cpp &&             make &&             ./main -m tinymistral-248m-v2.5-instruct.Q4_K_M.gguf -n 128
+```