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Model: louisbrulenaudet/DevPearl-7B-dare-ties
Source: Original Platform
---
 .gitattributes                   | 57 ++++++++++++++++++++++
 README.md                        | 69 +++++++++++++++++++++++++++
 config.json                      | 27 +++++++++++
 configuration.json               |  1 +
 mergekit_config.yml              | 16 +++++++
 model-00001-of-00007.safetensors |  3 ++
 model-00002-of-00007.safetensors |  3 ++
 model-00003-of-00007.safetensors |  3 ++
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 model-00005-of-00007.safetensors |  3 ++
 model-00006-of-00007.safetensors |  3 ++
 model-00007-of-00007.safetensors |  3 ++
 model.safetensors.index.json     |  1 +
 special_tokens_map.json          | 29 ++++++++++++
 tokenizer.json                   |  3 ++
 tokenizer.model                  |  3 ++
 tokenizer_config.json            | 81 ++++++++++++++++++++++++++++++++
 17 files changed, 308 insertions(+)
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 create mode 100644 model.safetensors.index.json
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 create mode 100644 tokenizer.json
 create mode 100644 tokenizer.model
 create mode 100644 tokenizer_config.json

diff --git a/.gitattributes b/.gitattributes
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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+ 
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
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+**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text
+**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text
+**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text
+ 
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.gguf* filter=lfs diff=lfs merge=lfs -text
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+*.llamafile* filter=lfs diff=lfs merge=lfs -text
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+
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diff --git a/README.md b/README.md
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+---
+tags:
+- merge
+- mergekit
+- lazymergekit
+- deepseek-ai/deepseek-coder-6.7b-instruct
+- defog/sqlcoder-7b-2
+base_model:
+- deepseek-ai/deepseek-coder-6.7b-instruct
+- defog/sqlcoder-7b-2
+license: apache-2.0
+language:
+- en
+library_name: diffusers
+pipeline_tag: text-generation
+---
+
+# DevPearl-7B-dare-ties
+
+**03-22-2024 - To date, louisbrulenaudet/Pearl-34B-ties is the "Best 🤝 base merges and moerges model of around 30B" on the Open LLM Leaderboard.**
+
+DevPearl-7B-dare-ties is a merge of the following models :
+* [deepseek-ai/deepseek-coder-6.7b-instruct](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct)
+* [defog/sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2)
+
+## Configuration
+
+```yaml
+models:
+  - model: codellama/CodeLlama-7b-Instruct-hf
+  - model: deepseek-ai/deepseek-coder-6.7b-instruct
+    parameters:
+      density: 0.53
+      weight: 0.7
+  - model: defog/sqlcoder-7b-2
+    parameters:
+      density: 0.45
+      weight: 0.3
+merge_method: dare_ties
+base_model: codellama/CodeLlama-7b-Instruct-hf
+parameters:
+  int8_mask: true
+dtype: bfloat16
+```
+
+## Usage
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "louisbrulenaudet/DevPearl-7B-dare-ties"
+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"])
+```
\ No newline at end of file
diff --git a/config.json b/config.json
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+{
+  "_name_or_path": "codellama/CodeLlama-7b-Instruct-hf",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 16384,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.35.2",
+  "use_cache": true,
+  "vocab_size": 32016
+}
diff --git a/configuration.json b/configuration.json
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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
\ No newline at end of file
diff --git a/mergekit_config.yml b/mergekit_config.yml
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+
+models:
+  - model: codellama/CodeLlama-7b-Instruct-hf
+  - model: deepseek-ai/deepseek-coder-6.7b-instruct
+    parameters:
+      density: 0.53
+      weight: 0.7
+  - model: defog/sqlcoder-7b-2
+    parameters:
+      density: 0.45
+      weight: 0.3
+merge_method: dare_ties
+base_model: codellama/CodeLlama-7b-Instruct-hf
+parameters:
+  int8_mask: true
+dtype: bfloat16
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+    "▁<EOT>"
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diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..b5439de
--- /dev/null
+++ b/tokenizer_config.json
@@ -0,0 +1,81 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32007": {
+      "content": "▁<PRE>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32008": {
+      "content": "▁<SUF>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32009": {
+      "content": "▁<MID>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32010": {
+      "content": "▁<EOT>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "▁<PRE>",
+    "▁<MID>",
+    "▁<SUF>",
+    "▁<EOT>"
+  ],
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "eot_token": "▁<EOT>",
+  "fill_token": "<FILL_ME>",
+  "legacy": null,
+  "middle_token": "▁<MID>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": null,
+  "prefix_token": "▁<PRE>",
+  "sp_model_kwargs": {},
+  "suffix_token": "▁<SUF>",
+  "tokenizer_class": "CodeLlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}