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+ "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- if strftime_now is defined %}\n {%- set date_string = strftime_now(\"%d %b %Y\") %}\n {%- else %}\n {%- set date_string = \"26 Jul 2024\" %}\n {%- endif %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- Find out if there are any images #}\n{% set image_ns = namespace(has_images=false) %} \n{%- for message in messages %}\n {%- for content in message['content'] %}\n {%- if content['type'] == 'image' %}\n {%- set image_ns.has_images = true %}\n {%- endif %}\n {%- endfor %}\n{%- endfor %}\n\n{#- Error out if there are images and system message #}\n{%- if image_ns.has_images and not system_message == \"\" %}\n {{- raise_exception(\"Prompting with images is incompatible with system messages.\") }}\n{%- endif %}\n\n{#- System message if there are no images #}\n{%- if not image_ns.has_images %}\n {{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n {%- if tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n {%- endif %}\n {{- \"Cutting Knowledge Date: December 2023\\n\" }}\n {{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n {%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {%- endif %}\n {{- system_message }}\n {{- \"<|eot_id|>\" }}\n{%- endif %}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n' }}\n {%- if message['content'] is string %}\n {{- message['content'] }}\n {%- else %}\n {%- for content in message['content'] %}\n {%- if content['type'] == 'image' %}\n {{- '<|image|>' }}\n {%- elif content['type'] == 'text' %}\n {{- content['text'] }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {{- \"<|eot_id|>\" }}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n",
2062
+ "clean_up_tokenization_spaces": true,
2063
+ "eos_token": "<|eot_id|>",
2064
+ "model_input_names": [
2065
+ "input_ids",
2066
+ "attention_mask"
2067
+ ],
2068
+ "model_max_length": 131072,
2069
+ "pad_token": "<|finetune_right_pad_id|>",
2070
+ "tokenizer_class": "PreTrainedTokenizerFast"
2071
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 0.9992659652556888,
3
+ "total_flos": 1.136081069573931e+18,
4
+ "train_loss": 1.019411426333092,
5
+ "train_runtime": 37962.3304,
6
+ "train_samples_per_second": 3.444,
7
+ "train_steps_per_second": 0.027
8
+ }
trainer_log.jsonl ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"current_steps": 10, "total_steps": 1021, "loss": 1.5489, "learning_rate": 4.854368932038835e-07, "epoch": 0.009787129924149743, "percentage": 0.98, "elapsed_time": "0:05:21", "remaining_time": "9:02:16"}
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+ {"current_steps": 20, "total_steps": 1021, "loss": 1.4928, "learning_rate": 9.70873786407767e-07, "epoch": 0.019574259848299486, "percentage": 1.96, "elapsed_time": "0:10:41", "remaining_time": "8:55:25"}
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+ {"current_steps": 30, "total_steps": 1021, "loss": 1.3729, "learning_rate": 1.4563106796116506e-06, "epoch": 0.029361389772449228, "percentage": 2.94, "elapsed_time": "0:16:06", "remaining_time": "8:52:22"}
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+ {"current_steps": 40, "total_steps": 1021, "loss": 1.2475, "learning_rate": 1.941747572815534e-06, "epoch": 0.03914851969659897, "percentage": 3.92, "elapsed_time": "0:21:34", "remaining_time": "8:48:58"}
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+ {"current_steps": 50, "total_steps": 1021, "loss": 1.1889, "learning_rate": 2.427184466019418e-06, "epoch": 0.048935649620748714, "percentage": 4.9, "elapsed_time": "0:26:49", "remaining_time": "8:40:48"}
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+ {"current_steps": 60, "total_steps": 1021, "loss": 1.1427, "learning_rate": 2.912621359223301e-06, "epoch": 0.058722779544898455, "percentage": 5.88, "elapsed_time": "0:32:09", "remaining_time": "8:34:59"}
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+ {"current_steps": 70, "total_steps": 1021, "loss": 1.0896, "learning_rate": 3.398058252427185e-06, "epoch": 0.0685099094690482, "percentage": 6.86, "elapsed_time": "0:37:26", "remaining_time": "8:28:41"}
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+ {"current_steps": 80, "total_steps": 1021, "loss": 1.104, "learning_rate": 3.883495145631068e-06, "epoch": 0.07829703939319795, "percentage": 7.84, "elapsed_time": "0:42:44", "remaining_time": "8:22:49"}
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+ {"current_steps": 90, "total_steps": 1021, "loss": 1.0746, "learning_rate": 4.368932038834952e-06, "epoch": 0.0880841693173477, "percentage": 8.81, "elapsed_time": "0:48:09", "remaining_time": "8:18:07"}
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+ {"current_steps": 110, "total_steps": 1021, "loss": 1.0692, "learning_rate": 4.999282701856139e-06, "epoch": 0.10765842916564718, "percentage": 10.77, "elapsed_time": "0:58:42", "remaining_time": "8:06:12"}
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+ {"current_steps": 120, "total_steps": 1021, "loss": 1.0731, "learning_rate": 4.995770395678171e-06, "epoch": 0.11744555908979691, "percentage": 11.75, "elapsed_time": "1:03:58", "remaining_time": "8:00:19"}
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+ {"current_steps": 130, "total_steps": 1021, "loss": 1.0464, "learning_rate": 4.989335440737587e-06, "epoch": 0.12723268901394666, "percentage": 12.73, "elapsed_time": "1:09:12", "remaining_time": "7:54:19"}
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+ {"current_steps": 140, "total_steps": 1021, "loss": 1.0434, "learning_rate": 4.979985372628657e-06, "epoch": 0.1370198189380964, "percentage": 13.71, "elapsed_time": "1:14:39", "remaining_time": "7:49:46"}
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+ {"current_steps": 150, "total_steps": 1021, "loss": 1.0441, "learning_rate": 4.967731140661878e-06, "epoch": 0.14680694886224616, "percentage": 14.69, "elapsed_time": "1:19:58", "remaining_time": "7:44:22"}
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+ {"current_steps": 170, "total_steps": 1021, "loss": 1.0565, "learning_rate": 4.934570970062765e-06, "epoch": 0.16638120871054562, "percentage": 16.65, "elapsed_time": "1:30:44", "remaining_time": "7:34:15"}
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+ {"current_steps": 180, "total_steps": 1021, "loss": 1.0441, "learning_rate": 4.913703863340504e-06, "epoch": 0.1761683386346954, "percentage": 17.63, "elapsed_time": "1:36:04", "remaining_time": "7:28:52"}
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+ {"current_steps": 260, "total_steps": 1021, "loss": 1.0168, "learning_rate": 4.647750125918909e-06, "epoch": 0.2544653780278933, "percentage": 25.47, "elapsed_time": "2:17:59", "remaining_time": "6:43:53"}
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