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Mielikki
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juno-3b

Text Generation
Transformers
Safetensors
phi3
conversational
custom_code
text-generation-inference
Inference Endpoints
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  1. .ipynb_checkpoints/README-checkpoint.md +46 -0
  2. .ipynb_checkpoints/added_tokens-checkpoint.json +13 -0
  3. .ipynb_checkpoints/config-checkpoint.json +37 -0
  4. .ipynb_checkpoints/generation_config-checkpoint.json +11 -0
  5. .ipynb_checkpoints/model.safetensors.index-checkpoint.json +202 -0
  6. .ipynb_checkpoints/special_tokens_map-checkpoint.json +30 -0
  7. .ipynb_checkpoints/tokenizer-checkpoint.json +0 -0
  8. .ipynb_checkpoints/tokenizer_config-checkpoint.json +132 -0
  9. README.md +46 -0
  10. added_tokens.json +13 -0
  11. config.json +37 -0
  12. generation_config.json +11 -0
  13. juno.jpeg +0 -0
  14. model-00001-of-00002.safetensors +3 -0
  15. model-00002-of-00002.safetensors +3 -0
  16. model.safetensors.index.json +202 -0
  17. special_tokens_map.json +30 -0
  18. tokenizer.json +0 -0
  19. tokenizer.model +3 -0
  20. tokenizer_config.json +132 -0
.ipynb_checkpoints/README-checkpoint.md ADDED
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+ ---
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+ license: agpl-3.0
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+ ---
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+
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+ ![](juno.jpeg)
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+
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+ # juno
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+
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+ Finetune of [jpacifico/Chocolatine-3B-Instruct-DPO-Revised](https://huggingface.co/jpacifico/Chocolatine-3B-Instruct-DPO-Revised) for function calling with fallback.
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+
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+ # template
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+
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+ ```
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+ <|system|>
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+ {{array of functions available}}<|end|>
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+ <|user|>
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+ {{user question}}<|end|>
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+ <|assistant|>
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+ ```
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+
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+ see below for complete examples.
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+
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+
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+ # function available
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+
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+ ```
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+ <|system|>
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+ [{"name":"check_stock_availability","description":"Check the availability of products in stock","parameters":{"product_id":{"description":"the product id to check availability for","type":"int"}}},{"name":"help","description":"If no other tool is appropriate, use this","parameters":{"query":{"description":"the user's prompt","type":"str"}}},{"name":"convert_currency","description":"Converts one currency to another","parameters":{"amount":{"description":"currency amount","type":"int"},"currency_1":{"description":"currency to convert from e.g. USD","type":"str"},"currency_2":{"description":"currency to convert to e.g. EUR","type":"str"}}}]<|end|>
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+ <|user|>
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+ Hi, how much is $30 worth in iraq?<|end|>
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+ <|assistant|>
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+ [{"name": "convert_currency", "arguments": {"amount": 30, "currency_1": "USD", "currency_2": "IQD"}}]<|end|>
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+ ```
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+
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+ # no function; fallback
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+
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+ ```
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+ <|system|>
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+ [{"name":"check_stock_availability","description":"Check the availability of products in stock","parameters":{"product_id":{"description":"the product id to check availability for","type":"int"}}},{"name":"help","description":"If no other tool is appropriate, use this","parameters":{"query":{"description":"the user's prompt","type":"str"}}},{"name":"convert_currency","description":"Converts one currency to another","parameters":{"amount":{"description":"currency amount","type":"int"},"currency_1":{"description":"currency to convert from e.g. USD","type":"str"},"currency_2":{"description":"currency to convert to e.g. EUR","type":"str"}}}]<|end|>
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+ <|user|>
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+ Hi, how much calories in an apple?<|end|>
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+ <|assistant|>
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+ [{"name": "help", "arguments": {"query": "How many calories are in an apple?"}}]<|end|>
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+ ```
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+
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+ fallback should still be handled by the target backend, this usually will be a search engine, but you could also integrate it into a knowledge base etc.
.ipynb_checkpoints/added_tokens-checkpoint.json ADDED
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+ {
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+ "<|assistant|>": 32001,
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+ "<|endoftext|>": 32000,
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+ "<|end|>": 32007,
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+ "<|placeholder1|>": 32002,
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+ "<|placeholder2|>": 32003,
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+ "<|placeholder3|>": 32004,
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+ "<|placeholder4|>": 32005,
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+ "<|placeholder5|>": 32008,
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+ "<|placeholder6|>": 32009,
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+ "<|system|>": 32006,
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+ "<|user|>": 32010
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+ }
.ipynb_checkpoints/config-checkpoint.json ADDED
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+ {
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+ "_name_or_path": "Mielikki/juno-3b",
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+ "architectures": [
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+ "Phi3ForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "auto_map": {
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+ "AutoConfig": "configuration_phi3.Phi3Config",
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+ "AutoModel": "modeling_phi3.Phi3ForCausalLM",
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+ "AutoModelForCausalLM": "microsoft/Phi-3-mini-4k-instruct--modeling_phi3.Phi3ForCausalLM"
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+ },
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+ "bos_token_id": 1,
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+ "embd_pdrop": 0.0,
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+ "eos_token_id": 32000,
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+ "hidden_act": "silu",
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+ "hidden_size": 3072,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 8192,
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+ "max_position_embeddings": 4096,
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+ "model_type": "phi3",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 32,
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+ "original_max_position_embeddings": 4096,
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+ "pad_token_id": 32000,
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+ "resid_pdrop": 0.0,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "sliding_window": 2047,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.43.3",
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+ "use_cache": false,
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+ "vocab_size": 32064
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+ }
.ipynb_checkpoints/generation_config-checkpoint.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 1,
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+ 32000,
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+ 32001,
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+ ],
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+ "pad_token_id": 32000,
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+ "transformers_version": "4.43.3"
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+ }
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README.md ADDED
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+ ---
2
+ license: agpl-3.0
3
+ ---
4
+
5
+ ![](juno.jpeg)
6
+
7
+ # juno
8
+
9
+ Finetune of [jpacifico/Chocolatine-3B-Instruct-DPO-Revised](https://huggingface.co/jpacifico/Chocolatine-3B-Instruct-DPO-Revised) for function calling with fallback.
10
+
11
+ # template
12
+
13
+ ```
14
+ <|system|>
15
+ {{array of functions available}}<|end|>
16
+ <|user|>
17
+ {{user question}}<|end|>
18
+ <|assistant|>
19
+ ```
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+
21
+ see below for complete examples.
22
+
23
+
24
+ # function available
25
+
26
+ ```
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+ <|system|>
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+ [{"name":"check_stock_availability","description":"Check the availability of products in stock","parameters":{"product_id":{"description":"the product id to check availability for","type":"int"}}},{"name":"help","description":"If no other tool is appropriate, use this","parameters":{"query":{"description":"the user's prompt","type":"str"}}},{"name":"convert_currency","description":"Converts one currency to another","parameters":{"amount":{"description":"currency amount","type":"int"},"currency_1":{"description":"currency to convert from e.g. USD","type":"str"},"currency_2":{"description":"currency to convert to e.g. EUR","type":"str"}}}]<|end|>
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+ <|user|>
30
+ Hi, how much is $30 worth in iraq?<|end|>
31
+ <|assistant|>
32
+ [{"name": "convert_currency", "arguments": {"amount": 30, "currency_1": "USD", "currency_2": "IQD"}}]<|end|>
33
+ ```
34
+
35
+ # no function; fallback
36
+
37
+ ```
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+ <|system|>
39
+ [{"name":"check_stock_availability","description":"Check the availability of products in stock","parameters":{"product_id":{"description":"the product id to check availability for","type":"int"}}},{"name":"help","description":"If no other tool is appropriate, use this","parameters":{"query":{"description":"the user's prompt","type":"str"}}},{"name":"convert_currency","description":"Converts one currency to another","parameters":{"amount":{"description":"currency amount","type":"int"},"currency_1":{"description":"currency to convert from e.g. USD","type":"str"},"currency_2":{"description":"currency to convert to e.g. EUR","type":"str"}}}]<|end|>
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+ <|user|>
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+ Hi, how much calories in an apple?<|end|>
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+ <|assistant|>
43
+ [{"name": "help", "arguments": {"query": "How many calories are in an apple?"}}]<|end|>
44
+ ```
45
+
46
+ fallback should still be handled by the target backend, this usually will be a search engine, but you could also integrate it into a knowledge base etc.
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105
+ "normalized": false,
106
+ "rstrip": true,
107
+ "single_word": false,
108
+ "special": true
109
+ },
110
+ "32010": {
111
+ "content": "<|user|>",
112
+ "lstrip": false,
113
+ "normalized": false,
114
+ "rstrip": true,
115
+ "single_word": false,
116
+ "special": true
117
+ }
118
+ },
119
+ "bos_token": "<s>",
120
+ "chat_template": "{{ '<s>' }}{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ '<|system|>\n' + system_message + '<|end|>\n' }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|user|>\n' + content + '<|end|>\n<|assistant|>\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|end|>' + '\n' }}{% endif %}{% endfor %}",
121
+ "clean_up_tokenization_spaces": false,
122
+ "eos_token": "<|end|>",
123
+ "legacy": false,
124
+ "model_max_length": 4096,
125
+ "pad_token": "<|endoftext|>",
126
+ "padding_side": "right",
127
+ "sp_model_kwargs": {},
128
+ "split_special_tokens": false,
129
+ "tokenizer_class": "LlamaTokenizer",
130
+ "unk_token": "<unk>",
131
+ "use_default_system_prompt": false
132
+ }