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.gitattributes CHANGED
@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
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+ pythia-31m-simplewiki-2048-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_trainer
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+ - TensorBlock
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+ - GGUF
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+ metrics:
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+ - accuracy
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+ inference:
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+ parameters:
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+ max_new_tokens: 64
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+ do_sample: true
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+ repetition_penalty: 1.1
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+ no_repeat_ngram_size: 5
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+ guidance_scale: 1.01
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+ eta_cutoff: 0.001
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+ widget:
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+ - text: My name is El Microondas the Wise and
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+ example_title: El Microondas
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+ - text: A meme is
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+ example_title: meme
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+ - text: Barack Obama nominated Hilary Clinton as his secretary of state on Monday.
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+ He chose her because she had
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+ example_title: Coreference resolution
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+ - text: 'On a shelf, there are five books: a gray book, a red book, a purple book,
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+ a blue book, and a black book'
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+ example_title: Logic puzzles
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+ - text: The two men running to become New York City's next mayor will face off in
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+ their first debate Wednesday night
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+ example_title: Reading comprehension
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+ datasets:
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+ - pszemraj/simple_wikipedia_LM
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+ pipeline_tag: text-generation
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+ license: apache-2.0
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+ base_model: pszemraj/pythia-31m-simplewiki-2048
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+ ---
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+
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+ <div style="width: auto; margin-left: auto; margin-right: auto">
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+ <img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" 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 style="margin-top: 0.5em; margin-bottom: 0em;">
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+ Feedback and support: TensorBlock's <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
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+ </p>
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+ </div>
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+ </div>
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+
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+ ## pszemraj/pythia-31m-simplewiki-2048 - GGUF
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+
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+ This repo contains GGUF format model files for [pszemraj/pythia-31m-simplewiki-2048](https://huggingface.co/pszemraj/pythia-31m-simplewiki-2048).
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+
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+ The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4011](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
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+
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+ <div style="text-align: left; margin: 20px 0;">
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+ <a href="https://tensorblock.co/waitlist/client" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
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+ Run them on the TensorBlock client using your local machine ↗
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+ </a>
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+ </div>
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+
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+ ## Prompt template
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+
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+ ```
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+
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+ ```
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+
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+ ## Model file specification
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+
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+ | Filename | Quant type | File Size | Description |
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+ | -------- | ---------- | --------- | ----------- |
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+ | [pythia-31m-simplewiki-2048-Q2_K.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q2_K.gguf) | Q2_K | 0.017 GB | smallest, significant quality loss - not recommended for most purposes |
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+ | [pythia-31m-simplewiki-2048-Q3_K_S.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q3_K_S.gguf) | Q3_K_S | 0.019 GB | very small, high quality loss |
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+ | [pythia-31m-simplewiki-2048-Q3_K_M.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q3_K_M.gguf) | Q3_K_M | 0.019 GB | very small, high quality loss |
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+ | [pythia-31m-simplewiki-2048-Q3_K_L.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q3_K_L.gguf) | Q3_K_L | 0.019 GB | small, substantial quality loss |
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+ | [pythia-31m-simplewiki-2048-Q4_0.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q4_0.gguf) | Q4_0 | 0.021 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
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+ | [pythia-31m-simplewiki-2048-Q4_K_S.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q4_K_S.gguf) | Q4_K_S | 0.021 GB | small, greater quality loss |
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+ | [pythia-31m-simplewiki-2048-Q4_K_M.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q4_K_M.gguf) | Q4_K_M | 0.021 GB | medium, balanced quality - recommended |
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+ | [pythia-31m-simplewiki-2048-Q5_0.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q5_0.gguf) | Q5_0 | 0.023 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
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+ | [pythia-31m-simplewiki-2048-Q5_K_S.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q5_K_S.gguf) | Q5_K_S | 0.023 GB | large, low quality loss - recommended |
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+ | [pythia-31m-simplewiki-2048-Q5_K_M.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q5_K_M.gguf) | Q5_K_M | 0.023 GB | large, very low quality loss - recommended |
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+ | [pythia-31m-simplewiki-2048-Q6_K.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q6_K.gguf) | Q6_K | 0.025 GB | very large, extremely low quality loss |
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+ | [pythia-31m-simplewiki-2048-Q8_0.gguf](https://huggingface.co/tensorblock/pythia-31m-simplewiki-2048-GGUF/blob/main/pythia-31m-simplewiki-2048-Q8_0.gguf) | Q8_0 | 0.032 GB | very large, extremely low quality loss - not recommended |
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+
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+
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+ ## Downloading instruction
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+
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+ ### Command line
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+
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+ Firstly, install Huggingface Client
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+
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+ ```shell
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+ pip install -U "huggingface_hub[cli]"
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+ ```
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+
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+ Then, downoad the individual model file the a local directory
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+
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+ ```shell
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+ huggingface-cli download tensorblock/pythia-31m-simplewiki-2048-GGUF --include "pythia-31m-simplewiki-2048-Q2_K.gguf" --local-dir MY_LOCAL_DIR
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+ ```
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+
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+ If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
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+
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+ ```shell
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+ huggingface-cli download tensorblock/pythia-31m-simplewiki-2048-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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+ ```
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