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README.md ADDED
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+ ---
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+ tags:
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+ - merge
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+ - mergekit
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+ - lazymergekit
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+ - codellama/CodeLlama-7b-Instruct-hf
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+ base_model:
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+ - codellama/CodeLlama-7b-Instruct-hf
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+ ---
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+
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+ # CodeLlemur-2B-Instruct-line
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+
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+ CodeLlemur-2B-Instruct-line is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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+ * [codellama/CodeLlama-7b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-7b-Instruct-hf)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ dtype: bfloat16
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+ merge_method: linear
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+ slices:
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+ - sources:
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+ - layer_range: [0, 16]
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+ model: codellama/CodeLlama-7b-Instruct-hf
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+ parameters:
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+ weight: 0.25
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+ - layer_range: [16, 32]
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+ model: codellama/CodeLlama-7b-Instruct-hf
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+ parameters:
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+ weight: 0.25
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+ ```
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+
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+ ## πŸ’» Usage
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+
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+ ```python
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+ !pip install -qU transformers accelerate
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+
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+ from transformers import AutoTokenizer
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+ import transformers
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+ import torch
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+
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+ model = "JoPmt/CodeLlemur-2B-Instruct-line"
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+ messages = [{"role": "user", "content": "What is a large language model?"}]
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model)
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+ prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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+ pipeline = transformers.pipeline(
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+ "text-generation",
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+ model=model,
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+ torch_dtype=torch.float16,
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+ device_map="auto",
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+ )
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+
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+ outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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+ print(outputs[0]["generated_text"])
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+ ```
config.json ADDED
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+ "_name_or_path": "codellama/CodeLlama-7b-Instruct-hf",
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+ "attention_bias": false,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "transformers_version": "4.41.0",
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+ "use_cache": true,
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+ "vocab_size": 32016
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+ }
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+
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+ dtype: bfloat16
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+ merge_method: linear
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+ slices:
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+ - layer_range: [0, 16]
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+ model: codellama/CodeLlama-7b-Instruct-hf
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+ parameters:
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+ weight: 0.25
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+ - layer_range: [16, 32]
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+ model: codellama/CodeLlama-7b-Instruct-hf
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+ parameters:
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+ weight: 0.25
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+ "▁<EOT>"
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+ "content": "▁<EOT>",
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+ "▁<EOT>"
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+ "bos_token": "<s>",
69
+ "chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ bos_token + '[INST] ' + content | trim + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + content | trim + ' ' + eos_token }}{% endif %}{% endfor %}",
70
+ "clean_up_tokenization_spaces": false,
71
+ "eos_token": "</s>",
72
+ "eot_token": "▁<EOT>",
73
+ "fill_token": "<FILL_ME>",
74
+ "legacy": null,
75
+ "middle_token": "▁<MID>",
76
+ "model_max_length": 1000000000000000019884624838656,
77
+ "pad_token": null,
78
+ "prefix_token": "▁<PRE>",
79
+ "sp_model_kwargs": {},
80
+ "suffix_token": "▁<SUF>",
81
+ "tokenizer_class": "CodeLlamaTokenizer",
82
+ "unk_token": "<unk>",
83
+ "use_default_system_prompt": false
84
+ }