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Model: TheBloke/koala-7B-HF
Source: Original Platform

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README.md

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+---
+license: other
+library_name: transformers
+pipeline_tag: text-generation
+datasets:
+- RyokoAI/ShareGPT52K
+- Hello-SimpleAI/HC3
+tags:
+- koala
+- ShareGPT
+- llama
+- gptq
+---
+<!-- header start -->
+<div style="width: 100%;">
+    <img src="https://i.imgur.com/EBdldam.jpg" alt="TheBlokeAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<div style="display: flex; justify-content: space-between; width: 100%;">
+    <div style="display: flex; flex-direction: column; align-items: flex-start;">
+        <p><a href="https://discord.gg/Jq4vkcDakD">Chat & support: my new Discord server</a></p>
+    </div>
+    <div style="display: flex; flex-direction: column; align-items: flex-end;">
+        <p><a href="https://www.patreon.com/TheBlokeAI">Want to contribute? TheBloke's Patreon page</a></p>
+    </div>
+</div>
+<!-- header end -->
+
+# Koala: A Dialogue Model for Academic Research
+This repo contains the weights of the Koala 7B model produced at Berkeley. It is the result of combining the diffs from https://huggingface.co/young-geng/koala with the original Llama 7B model.
+
+This version has then been converted to HF format.
+
+## My Koala repos
+I have the following Koala model repositories available:
+
+**13B models:**
+* [Unquantized 13B model in HF format](https://huggingface.co/TheBloke/koala-13B-HF)
+* [GPTQ quantized 4bit 13B model in `pt` and `safetensors` formats](https://huggingface.co/TheBloke/koala-13B-GPTQ-4bit-128g)
+* [GPTQ quantized 4bit 13B model in GGML format for `llama.cpp`](https://huggingface.co/TheBloke/koala-13B-GPTQ-4bit-128g-GGML)
+
+**7B models:**
+* [Unquantized 7B model in HF format](https://huggingface.co/TheBloke/koala-7B-HF)
+* [Unquantized 7B model in GGML format for llama.cpp](https://huggingface.co/TheBloke/koala-7b-ggml-unquantized)
+* [GPTQ quantized 4bit 7B model in `pt` and `safetensors` formats](https://huggingface.co/TheBloke/koala-7B-GPTQ-4bit-128g)
+* [GPTQ quantized 4bit 7B model in GGML format for `llama.cpp`](https://huggingface.co/TheBloke/koala-7B-GPTQ-4bit-128g-GGML)
+
+## How the Koala delta weights were merged
+
+The Koala delta weights were merged using the following commands:
+```
+git clone https://github.com/young-geng/EasyLM
+
+git clone https://huggingface.co/nyanko7/LLaMA-7B
+
+git clone https://huggingface.co/young-geng/koala koala_diffs
+
+cd EasyLM
+
+PYTHON_PATH="${PWD}:$PYTHONPATH" python \
+-m EasyLM.models.llama.convert_torch_to_easylm \
+--checkpoint_dir=/content/LLaMA-7B \
+--output_file=/content/llama-7B-LM \
+--streaming=True
+
+PYTHON_PATH="${PWD}:$PYTHONPATH" python \
+-m EasyLM.scripts.diff_checkpoint --recover_diff=True \
+--load_base_checkpoint='params::/content/llama-7B-LM' \
+--load_target_checkpoint='params::/content/koala_diffs/koala_7b_diff_v2' \
+--output_file=/content/koala_7b.diff.weights \
+--streaming=True
+
+PYTHON_PATH="${PWD}:$PYTHONPATH" python \
+-m EasyLM.models.llama.convert_easylm_to_hf --model_size=7b \
+--output_dir=/content/koala-7B-HF \
+--load_checkpoint='params::/content/koala_7b.diff.weights' \
+--tokenizer_path=/content/LLaMA-7B/tokenizer.model
+```
+
+<!-- footer start -->
+## Discord
+
+For further support, and discussions on these models and AI in general, join us at:
+
+[TheBloke AI's Discord server](https://discord.gg/Jq4vkcDakD)
+
+## Thanks, and how to contribute.
+
+Thanks to the [chirper.ai](https://chirper.ai) team!
+
+I've had a lot of people ask if they can contribute. I enjoy providing models and helping people, and would love to be able to spend even more time doing it, as well as expanding into new projects like fine tuning/training.
+
+If you're able and willing to contribute it will be most gratefully received and will help me to keep providing more models, and to start work on new AI projects.
+
+Donaters will get priority support on any and all AI/LLM/model questions and requests, access to a private Discord room, plus other benefits.
+
+* Patreon: https://patreon.com/TheBlokeAI
+* Ko-Fi: https://ko-fi.com/TheBlokeAI
+
+**Patreon special mentions**: Aemon Algiz, Dmitriy Samsonov, Nathan LeClaire, Trenton Dambrowitz, Mano Prime, David Flickinger, vamX, Nikolai Manek, senxiiz, Khalefa Al-Ahmad, Illia Dulskyi, Jonathan Leane, Talal Aujan, V. Lukas, Joseph William Delisle, Pyrater, Oscar Rangel, Lone Striker, Luke Pendergrass, Eugene Pentland, Sebastain Graf, Johann-Peter Hartman.
+
+Thank you to all my generous patrons and donaters!
+<!-- footer end -->
+## Further info
+Check out the following links to learn more about the Berkeley Koala model.
+* [Blog post](https://bair.berkeley.edu/blog/2023/04/03/koala/)
+* [Online demo](https://koala.lmsys.org/)
+* [EasyLM: training and serving framework on GitHub](https://github.com/young-geng/EasyLM)
+* [Documentation for running Koala locally](https://github.com/young-geng/EasyLM/blob/main/docs/koala.md)
+
+## License
+The model weights are intended for academic research only, subject to the
+[model License of LLaMA](https://github.com/facebookresearch/llama/blob/main/MODEL_CARD.md),
+[Terms of Use of the data generated by OpenAI](https://openai.com/policies/terms-of-use),
+and [Privacy Practices of ShareGPT](https://chrome.google.com/webstore/detail/sharegpt-share-your-chatg/daiacboceoaocpibfodeljbdfacokfjb).
+Any other usage of the model weights, including but not limited to commercial usage, is strictly prohibited.

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 2048,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "pad_token_id": 0,
+  "rms_norm_eps": 1e-06,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.28.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

configuration.json

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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.28.0.dev0"
+}

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special_tokens_map.json

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tokenizer_config.json

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+  "sp_model_kwargs": {},
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+    "normalized": true,
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+  }
+}