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Model: ichigoberry/pandafish-dt-7b
Source: Original Platform

.gitattributes

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README.md

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+---
+tags:
+- merge
+- mergekit
+- lazymergekit
+- CultriX/MergeCeption-7B-v3
+base_model:
+- CultriX/MergeCeption-7B-v3
+license: apache-2.0
+---
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/6389d3c61e8755d777902366/-_AiKUEsY3x-N7oY52fdE.jpeg" style="border-radius:2%; width: 66%">
+
+
+# pandafish-dt-7b
+
+pandafish-dt-7b is a `dare_ties` merge of `Experiment26-7B` and `MergeCeption-7B-v3` using `LazyMergekit` by [mlabonne](https://huggingface.co/mlabonne)
+
+## 💬 Try it
+
+[Playground on Huggingface Space](https://huggingface.co/spaces/ichigoberry/pandafish-dt-7b)
+
+## ⚡ Quantized models
+
+- **GGUF**: [ichigoberry/pandafish-dt-7b-GGUF](https://huggingface.co/ichigoberry/pandafish-dt-7b-GGUF)
+- **GGUF (w/ IQ)**: [mradermacher/pandafish-dt-7b-GGUF](https://huggingface.co/mradermacher/pandafish-dt-7b-GGUF)
+- **MLX**: [4bit](https://huggingface.co/mlx-community/pandafish-dt-7b) [8bit](https://huggingface.co/mlx-community/pandafish-dt-7b-8bit)
+
+
+## 🏆 Evals
+
+Evals from the Nous Benchmark suite:
+
+|                             Model                             |Average|AGIEval|GPT4All|TruthfulQA|Bigbench|
+|---------------------------------------------------------------|------:|------:|---------:|-------:|------:|
+|[AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B) [📄](https://gist.github.com/mlabonne/1d33c86824b3a11d2308e36db1ba41c1) | **62.74** | 45.37 | 77.01 | 78.39 | **50.2** |
+|[Monarch-7B](https://huggingface.co/mlabonne/Monarch-7B) [📄](https://gist.github.com/mlabonne/0b8d057c5ece41e0290580a108c7a093) | 62.68 | 45.48 | 77.07 | 78.04 | 50.14 |
+|🐡 [**pandafish-dt-7b**](https://huggingface.co/ichigoberry/pandafish-dt-7b) [📄](https://gist.github.com/tosh/190e51bbd0048363e160f7031f8cb003)| 62.65| 45.24|  **77.19**|     **78.41**|   49.76|
+|[MonarchPipe-7B-slerp](https://huggingface.co/ichigoberry/MonarchPipe-7B-slerp) [📄](https://gist.github.com/tosh/3d93f4e3d2c65935bf2f4f9a46791352)| 58.77|  **46.12**|  74.89|     66.59|   47.49|
+|[NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B) [📄](https://gist.github.com/mlabonne/14687f1eb3425b166db511f31f8e66f6) | 53.51 | 43.67 | 73.24 | 55.37 | 41.76 |
+|[Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) [📄](https://gist.github.com/mlabonne/05d358e17dffdf9eee7c2322380c9da6) | 54.81 | 38.5 | 71.64 | 66.82 | 42.29 |
+|[OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) [📄](https://gist.github.com/mlabonne/88b21dd9698ffed75d6163ebdc2f6cc8) | 52.42 | 42.75 | 72.99 | 52.99 | 40.94 |
+|[pandafish-7b](https://huggingface.co/ichigoberry/pandafish-7b) [📄](https://gist.github.com/tosh/dda6a21e568d17a410ca618265f64a28)| 51.99 | 40 | 74.23 | 53.22 | 40.51 |
+
+
+## 🧩 Configuration
+
+```yaml
+models:
+  - model: yam-peleg/Experiment26-7B
+    # No parameters necessary for base model
+  - model: CultriX/MergeCeption-7B-v3
+    parameters:
+      density: 0.53
+      weight: 0.4
+merge_method: dare_ties
+base_model: yam-peleg/Experiment26-7B
+parameters:
+  int8_mask: true
+dtype: bfloat16
+```
+
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "ichigoberry/pandafish-dt-7b"
+messages = [{"role": "user", "content": "What is a large language model?"}]
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+```

config.json

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+{
+  "_name_or_path": "yam-peleg/Experiment26-7B",
+  "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": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+models:
+  - model: yam-peleg/Experiment26-7B
+    # No parameters necessary for base model
+  - model: CultriX/MergeCeption-7B-v3
+    parameters:
+      density: 0.53
+      weight: 0.4
+merge_method: dare_ties
+base_model: yam-peleg/Experiment26-7B
+parameters:
+  int8_mask: true
+dtype: bfloat16

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special_tokens_map.json

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+{
+  "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
+  },
+  "pad_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "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": [],
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 32768,
+  "pad_token": "<unk>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}