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README.md DELETED
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- ---
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- license: apache-2.0
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- language:
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- - en
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- pipeline_tag: text-generation
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- tags:
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- - chat
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- - qwen
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- - qwen2
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- - finetune
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- - chatml
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- - OpenHermes-2.5
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- - HelpSteer2
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- - Orca
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- - SlimOrca
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- library_name: transformers
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- inference: false
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- model_creator: MaziyarPanahi
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- quantized_by: MaziyarPanahi
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- base_model: Qwen/Qwen2-7B
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- model_name: calme-2.5-qwen2-7b
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- datasets:
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- - nvidia/HelpSteer2
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- - teknium/OpenHermes-2.5
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- - microsoft/orca-math-word-problems-200k
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- - Open-Orca/SlimOrca
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- ---
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-
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- <img src="./qwen2-fine-tunes-maziyar-panahi.webp" alt="Qwen2 fine-tune" width="500" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
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-
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- # MaziyarPanahi/calme-2.5-qwen2-7b
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-
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- This is a fine-tuned version of the `Qwen/Qwen2-7B` model. It aims to improve the base model across all benchmarks.
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-
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- # ⚡ Quantized GGUF
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-
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- All GGUF models are available here: [MaziyarPanahi/calme-2.5-qwen2-7b-GGUF](https://huggingface.co/MaziyarPanahi/calme-2.5-qwen2-7b-GGUF)
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-
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- # 🏆 [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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-
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- coming soon!
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-
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-
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- # Prompt Template
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-
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- This model uses `ChatML` prompt template:
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-
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- ```
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- <|im_start|>system
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- {System}
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- <|im_end|>
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- <|im_start|>user
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- {User}
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- <|im_end|>
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- <|im_start|>assistant
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- {Assistant}
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- ````
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-
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- # How to use
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-
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-
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- ```python
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-
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- # Use a pipeline as a high-level helper
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-
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- from transformers import pipeline
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-
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- messages = [
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- {"role": "user", "content": "Who are you?"},
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- ]
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- pipe = pipeline("text-generation", model="MaziyarPanahi/calme-2.5-qwen2-7b")
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- pipe(messages)
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-
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-
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- # Load model directly
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-
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- from transformers import AutoTokenizer, AutoModelForCausalLM
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-
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- tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/calme-2.5-qwen2-7b")
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- model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/calme-2.5-qwen2-7b")
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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- }
 
 
 
 
 
 
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- {
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- "architectures": [
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- ],
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- "attention_dropout": 0.0,
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
tokenizer.json DELETED
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tokenizer_config.json DELETED
@@ -1,43 +0,0 @@
1
- {
2
- "add_prefix_space": false,
3
- "added_tokens_decoder": {
4
- "151643": {
5
- "content": "<|endoftext|>",
6
- "lstrip": false,
7
- "normalized": false,
8
- "rstrip": false,
9
- "single_word": false,
10
- "special": true
11
- },
12
- "151644": {
13
- "content": "<|im_start|>",
14
- "lstrip": false,
15
- "normalized": false,
16
- "rstrip": false,
17
- "single_word": false,
18
- "special": true
19
- },
20
- "151645": {
21
- "content": "<|im_end|>",
22
- "lstrip": false,
23
- "normalized": false,
24
- "rstrip": false,
25
- "single_word": false,
26
- "special": true
27
- }
28
- },
29
- "additional_special_tokens": [
30
- "<|im_start|>",
31
- "<|im_end|>"
32
- ],
33
- "bos_token": null,
34
- "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
35
- "clean_up_tokenization_spaces": false,
36
- "eos_token": "<|im_end|>",
37
- "errors": "replace",
38
- "model_max_length": 32768,
39
- "pad_token": "<|endoftext|>",
40
- "split_special_tokens": false,
41
- "tokenizer_class": "Qwen2Tokenizer",
42
- "unk_token": null
43
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
vocab.json DELETED
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