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Model: jan-hq/trinity-v1
Source: Original Platform

.gitattributes

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README.md

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+---
+license: apache-2.0
+language:
+- en
+tags:
+- merge
+---
+<!-- 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 model uses the `Slerp` merge method from the best models on 14th Dec on the [
+OpenLLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard):
+1. [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO)
+2. [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet)
+
+- base model: [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet)
+
+The yaml config file for this model is here:
+
+```yaml
+slices:
+  - sources:
+      - model: viethq188/LeoScorpius-7B-Chat-DPO
+        layer_range: [0, 32] 
+      - model: GreenNode/GreenNodeLM-7B-v1olet
+        layer_range: [0, 32]
+merge_method: slerp
+base_model: GreenNode/GreenNodeLM-7B-v1olet
+parameters:
+  t:
+    - filter: lm_head 
+      value: [0.55]
+    - filter: embed_tokens
+      value: [0.7]
+    - filter: self_attn
+      value: [0.65, 0.35]
+    - filter: mlp
+      value:  [0.35, 0.65]
+    - filter: layernorm
+      value: [0.4, 0.6]
+    - filter: modelnorm
+      value: [0.6]
+    - value: 0.5 # fallback for rest of tensors
+dtype: bfloat16
+```
+
+Thank you [Undi95](https://huggingface.co/Undi95) for the secret sauce and [Charles Goddard](https://huggingface.co/chargoddard) for mergekit.
+
+# Prompt template
+
+Work best on:
+
+```
+{system_message}
+### Instruction:
+{prompt}
+
+### Response:
+
+```
+
+# 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
+
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_jan-hq__trinity-v1).
+
+| Metric                | Value                     |
+|-----------------------|---------------------------|
+| Avg.                  | 74.8|
+| ARC (25-shot)         | 72.27         |
+| HellaSwag (10-shot)   | 88.36   |
+| MMLU (5-shot)         | 65.2|
+| TruthfulQA (0-shot)   | 69.31 |
+| Winogrande (5-shot)   | 82  |
+| GSM8K (5-shot)        | 71.65        |
+
+# Acknowlegement
+- [mergekit](https://github.com/cg123/mergekit)
+- [DARE](https://github.com/yule-BUAA/MergeLM/blob/main/README.md)
+- [SLERP](https://github.com/Digitous/LLM-SLERP-Merge)
+- [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)

config.json

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+{
+  "_name_or_path": "GreenNode/GreenNodeLM-7B-v1olet",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "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": "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": "bfloat16",
+  "transformers_version": "4.36.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

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special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "</s>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true,
+  "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}"
+}