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README.md

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+---
+license: apache-2.0
+language:
+
+- en
+---
+<!-- header start -->
+<!-- 200823 -->
+
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/janhq/jan/assets/89722390/35daac7d-b895-487c-a6ac-6663daaad78e" alt="Jan banner" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+
+<p align="center">
+    <a href="https://jan.ai/">Jan</a> 
+    - <a href="https://discord.gg/AsJ8krTT3N">Discord</a>
+</p>
+<!-- header end -->
+
+# Model Description
+This is a highly experimental model for merging models into a MOE model.
+- base model: [trinity-v1](https://huggingface.co/janhq/trinity-v1)
+  1. [trinity-v1](https://huggingface.co/janhq/trinity-v1): for General Chat
+  2. [Toppy-M-7B](https://huggingface.co/Undi95/Toppy-M-7B): for Role-playing
+  3. [CodeLlama-7b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf): for Coding
+  4. [Seraph-7B](https://huggingface.co/Weyaxi/Seraph-7B): for Writing
+
+Special thanks to the interested work of [Chargoddard](https://huggingface.co/chargoddard) and [Undi95](https://huggingface.co/Undi95)
+
+```yaml
+Updating
+```
+
+# Run this model
+You can run this model using [Jan Desktop](https://jan.ai/) on Mac, Windows, or Linux.
+
+Jan is an open source, ChatGPT alternative that is:
+
+- 💻  **100% offline on your machine**
+: Your conversations remain confidential, and visible only to you.
+- 🗂️ **An Open File Format**: Conversations and model settings stay on your computer and can be exported or deleted at any time.
+- 🌐 **OpenAI Compatible**: Local server on port `1337` with OpenAI compatible endpoints
+- 🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65713d70f56f9538679e5a56/r7VmEBLGXpPLTu2MImM7S.png)
+
+# About Jan
+Jan believes in the need for an open-source AI ecosystem and is building the infra and tooling to allow open-source AIs to compete on a level playing field with proprietary ones.
+
+Jan's long-term vision is to build a cognitive framework for future robots, who are practical, useful assistants for humans and businesses in everyday life.
+
+# Jan Model Merger
+This is a test project for merging models.
+
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+
+Detailed results can be found here.
+
+| Metric                | Value                     |
+|-----------------------|---------------------------|
+| Avg.                  | ?|
+| ARC (25-shot)         | ?          |
+| HellaSwag (10-shot)   | ?   |
+| MMLU (5-shot)         | ?|
+| TruthfulQA (0-shot)   | ? |
+| Winogrande (5-shot)   | ?  |
+| GSM8K (5-shot)        | ?        |
+
+# Acknowlegement
+- [mergekit]
+(https://github.com/cg123/mergekit)
+- [DARE](https://github.com/yule-BUAA/MergeLM/blob/main/README.md)
+- [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "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": "mixtral",
+  "num_attention_heads": 32,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 8,
+  "output_router_logits": false,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": 32768,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

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