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README.md

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+---
+license: cc-by-nc-4.0
+datasets:
+- pankajmathur/orca_mini_v1_dataset
+- openai/summarize_from_feedback
+- PygmalionAI/PIPPA
+- chargoddard/rpguild
+- lemonilia/LimaRP
+language:
+- en
+tags:
+- mistral
+---
+
+[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
+
+Experimenting with dataset ratios. Intended to be a roleplay-focused model with some smarts and good long-context recall.
+
+Not sure if I've succeeded on the roleplay front, but something sure went right! Currently the #4 7B model on the leaderboard as of 11/30/2023. Going to riff on this and see where it goes.
+
+| model | Average | ARC | HellaSwag | MMLU | TruthfulQA | Winogrande | GSM8K | DROP |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| fblgit/juanako-7b-UNA | 59.91 | 68.17 | 85.34 | 62.47 | 65.13 | 78.85 | 20.7 | 38.74 |
+| Intel/neural-chat-7b-v3-1 | 59.06 | 66.21 | 83.64 | 62.37 | 59.65 | 78.14 | 19.56 | 43.84 |
+| Weyaxi/OpenHermes-2.5-neural-chat-7b-v3-1-7B | 58.6 | 66.55 | 84.47 | 63.34 | 61.22 | 78.37 | 23.58 | 32.66 |
+| **chargoddard/loyal-piano-m7** | 58.42 | 66.72 | 85.03 | 64.43 | 60.03 | 79.08 | 25.7 | 27.92 |
+| Gryphe/MythoMist7b | 58.26 | 65.87 | 83.55 | 62.32 | 59.98 | 78.06 | 20.24 | 37.82 | 
+
+
+Dataset composition:
+| dataset | rows used | percent of total |
+| --- | --- | --- |
+| PIPPA | 14.6k | 43% |
+| summarize_from_feedback | 9k | 26% |
+| orca_mini_v1_dataset | 5.6k | 17% |
+| rpguild | 2.86k | 8% |
+| LimaRP | 2k | 6% |

config.json

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+{
+  "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
+}

model.safetensors.index.json

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