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Initial GGML model commit

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+ ---
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+ inference: false
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+ license: other
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+ ---
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+
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+ <div style="width: 100%;">
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+ <img src="https://i.imgur.com/EBdldam.jpg" alt="TheBlokeAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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+ </div>
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+ <div style="display: flex; justify-content: space-between; width: 100%;">
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+ <div style="display: flex; flex-direction: column; align-items: flex-start;">
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+ <p><a href="https://discord.gg/UBgz4VXf">Chat & support: my new Discord server</a></p>
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+ </div>
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+ <div style="display: flex; flex-direction: column; align-items: flex-end;">
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+ <p><a href="https://www.patreon.com/TheBlokeAI">Want to contribute? Patreon coming soon!</a></p>
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+ </div>
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+ </div>
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+
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+ # Samantha 7B GGML
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+
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+ These files are GGML format model files for [Samantha 7B](https://huggingface.co/ehartford/samantha-7b).
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+ GGML files are for CPU + GPU inference using [llama.cpp](https://github.com/ggerganov/llama.cpp) and libraries and UIs which support this format, such as:
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+ * [text-generation-webui](https://github.com/oobabooga/text-generation-webui)
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+ * [KoboldCpp](https://github.com/LostRuins/koboldcpp)
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+ * [ParisNeo/GPT4All-UI](https://github.com/ParisNeo/gpt4all-ui)
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+ * [llama-cpp-python](https://github.com/abetlen/llama-cpp-python)
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+ * [ctransformers](https://github.com/marella/ctransformers)
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+
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+ ## Other repositories available
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+
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+ * [4-bit GPTQ models for GPU inference](https://huggingface.co/TheBloke/Samantha-7B-GPTQ)
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+ * [4-bit, 5-bit, and 8-bit GGML models for CPU+GPU inference](https://huggingface.co/TheBloke/Samantha-7B-GGML)
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+ * [Original unquantised fp16 model in HF format](https://huggingface.co/ehartford/samantha-7b)
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+
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+ ## THE FILES IN MAIN BRANCH REQUIRES LATEST LLAMA.CPP (May 19th 2023 - commit 2d5db48)!
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+ llama.cpp recently made another breaking change to its quantisation methods - https://github.com/ggerganov/llama.cpp/pull/1508
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+ I have quantised the GGML files in this repo with the latest version. Therefore you will require llama.cpp compiled on May 19th or later (commit `2d5db48` or later) to use them.
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+
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+ ## Provided files
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+ | Name | Quant method | Bits | Size | RAM required | Use case |
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+ | ---- | ---- | ---- | ---- | ---- | ----- |
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+ | Samantha-7B.ggmlv3.q4_0.bin | q4_0 | 4 | 3.79 GB | 6.29 GB | 4-bit. |
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+ | Samantha-7B.ggmlv3.q4_1.bin | q4_1 | 4 | 4.21 GB | 6.71 GB | 4-bit. Higher accuracy than q4_0 but not as high as q5_0. However has quicker inference than q5 models. |
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+ | Samantha-7B.ggmlv3.q5_0.bin | q5_0 | 5 | 4.63 GB | 7.13 GB | 5-bit. Higher accuracy, higher resource usage and slower inference. |
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+ | Samantha-7B.ggmlv3.q5_1.bin | q5_1 | 5 | 5.06 GB | 7.56 GB | 5-bit. Even higher accuracy, resource usage and slower inference. |
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+ | Samantha-7B.ggmlv3.q8_0.bin | q8_0 | 8 | 7.16 GB | 9.66 GB | 8-bit. Almost indistinguishable from float16. Huge resource use and slow. Not recommended for normal use. |
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+
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+
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+ ## How to run in `llama.cpp`
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+
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+ I use the following command line; adjust for your tastes and needs:
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+
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+ ```
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+ ./main -t 12 -m Samantha-7B.v3.q5_0.bin --color -c 2048 --temp 0.7 --repeat_penalty 1.1 -n -1 -p "Below is an instruction that describes a task. Write a response that appropriately completes the request.
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+ ### Instruction:
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+ Write a story about llamas
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+ ### Response:"
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+ ```
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+ Change `-t 12` to the number of physical CPU cores you have. For example if your system has 8 cores/16 threads, use `-t 8`.
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+
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+ If you want to have a chat-style conversation, replace the `-p <PROMPT>` argument with `-i -ins`
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+
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+ ## How to run in `text-generation-webui`
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+
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+ Further instructions here: [text-generation-webui/docs/llama.cpp-models.md](https://github.com/oobabooga/text-generation-webui/blob/main/docs/llama.cpp-models.md).
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+
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+ ## Want to support my work?
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+ I've had a lot of people ask if they can contribute. I love providing models and helping people, but it is starting to rack up pretty big cloud computing bills.
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+ So if you're able and willing to contribute, it'd be most gratefully received and will help me to keep providing models, and work on various AI projects.
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+ Donaters will get priority support on any and all AI/LLM/model questions, and I'll gladly quantise any model you'd like to try.
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+ * Patreon: coming soon! (just awaiting approval)
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+ * Ko-Fi: https://ko-fi.com/TheBlokeAI
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+ * Discord: https://discord.gg/UBgz4VXf
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+
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+ # Original model card: Samantha 7B