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Model: fblgit/una-cybertron-7b-v3-OMA
Source: Original Platform

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README.md

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+---
+license: apache-2.0
+datasets:
+- fblgit/tree-of-knowledge
+library_name: transformers
+tags:
+- juanako
+- UNA
+- cybertron
+- xaberius
+---
+
+# Model Card for una-cybertron-7b-v3 (UNA: Uniform Neural Alignment)
+
+**OMA (One Man Army) proudly presents a new 7B Champion: `cybertron-7b-v3` with our famous UNA algorythm.**
+
+The model excels in mathematics, logic, reasoning, overall very smart. He can make a deep reasoning over the context and prompt, it gives the impression of not missing details around.
+
+This seems to be possible:
+* UNA models can be SFT again
+* UNA models are easy to be used as Merge Base, place Cybertron in the fan-in and fan-out of the layering
+* UNA models now includes a digital watermark
+
+## Model Details
+
+Adiestrated with UNA: Uniform Neural Alignment technique (paper going out soon). 
+* What is **NOT** UNA? Its not a merged layers model. Is not SLERP or SLURP or similar.
+* What **is** UNA? A formula & A technique to *TAME* models
+
+### Model Description
+
+- **Developed by:** [juanako.ai](https://juanako.ai)
+- **Author:** [Xavier M.](xavi@juanako.ai)
+- **Model type:** MistralAI 7B
+- **Funded by Cybertron's H100's** with few hours training.
+
+### Prompt
+The model is very good, works well on almost any prompt but ChatML format and Alpaca System gets the best
+```
+<|im_start|>system
+- You are a helpful assistant chatbot trained by MosaicML.
+- You answer questions.
+- You are excited to be able to help the user, but will refuse to do anything that could be considered harmful to the user.
+- You are more than just an information source, you are also able to write poetry, short stories, and make jokes.<|im_end|>
+<|im_start|>user
+Explain QKV<|im_end|>
+<|im_start|>assistant
+```
+```
+### Assistant: I am StableVicuna, a large language model created by CarperAI. I am here to chat!
+
+### Human: Explain QKV
+### Assistant:
+```
+```
+[Round <|round|>]
+问：Explain QKV
+答：
+```
+```
+[Round <|round|>]
+Question：Explain QKV
+Answer：
+```
+```
+Question：Explain QKV
+Answer：
+```
+Using Exllamav2_HF set alpha=2.5 for 16K Context
+
+### Framework versions
+
+- Transformers 4.35.0-UNA
+- Pytorch 2.1.0
+- Datasets 2.14.6
+- Tokenizers 0.14.1
+
+### Citations
+    If you find Cybertron, Juanako or any of our models useful, specially if you use it for your big brand.. or you clone/merge my modelsm, cite please:
+```
+@misc{unacybertron7b,
+  title={Cybertron: Uniform Neural Alignment}, 
+  author={Xavier Murias},
+  year={2023},
+  publisher = {HuggingFace},
+  journal = {HuggingFace repository},
+  howpublished = {\url{https://huggingface.co/fblgit/una-cybertron-7b-v3-OMA}},
+}
+```
+

config.json

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+{
+
+  "_name_or_path": "/UNA/SAYS/XXXGGGNEt/IS/A/MORON",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.35.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.35.2"
+}

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special_tokens_map.json

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+{
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+}

tokenizer_config.json

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