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alinasdkey
/
unsloth_finetune

Image-to-Text
Transformers
Safetensors
English
mllama
text-generation-inference
unsloth
Model card Files Community
unsloth_finetune
File size: 4,909 Bytes 
1003434
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{{- bos_token }}
{%- if custom_tools is defined %}
    {%- set tools = custom_tools %}
{%- endif %}
{%- if not tools_in_user_message is defined %}
    {%- set tools_in_user_message = true %}
{%- endif %}
{%- if not date_string is defined %}
    {%- if strftime_now is defined %}
        {%- set date_string = strftime_now("%d %b %Y") %}
    {%- else %}
        {%- set date_string = "26 Jul 2024" %}
    {%- endif %}
{%- endif %}
{%- if not tools is defined %}
    {%- set tools = none %}
{%- endif %}

{#- This block extracts the system message, so we can slot it into the right place. #}
{%- if messages[0]['role'] == 'system' %}
    {%- set system_message = messages[0]['content']|trim %}
    {%- set messages = messages[1:] %}
{%- else %}
    {%- set system_message = "" %}
{%- endif %}

{#- Find out if there are any images #}
{% set image_ns = namespace(has_images=false) %}      
{%- for message in messages %}
    {%- for content in message['content'] %}
        {%- if content['type'] == 'image' %}
            {%- set image_ns.has_images = true %}
        {%- endif %}
    {%- endfor %}
{%- endfor %}

{#- Error out if there are images and system message #}
{%- if image_ns.has_images and not system_message == "" %}
    {{- raise_exception("Prompting with images is incompatible with system messages.") }}
{%- endif %}

{#- System message if there are no images #}
{%- if not image_ns.has_images %}
    {{- "<|start_header_id|>system<|end_header_id|>\n\n" }}
    {%- if tools is not none %}
        {{- "Environment: ipython\n" }}
    {%- endif %}
    {{- "Cutting Knowledge Date: December 2023\n" }}
    {{- "Today Date: " + date_string + "\n\n" }}
    {%- if tools is not none and not tools_in_user_message %}
        {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }}
        {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
        {{- "Do not use variables.\n\n" }}
        {%- for t in tools %}
            {{- t | tojson(indent=4) }}
            {{- "\n\n" }}
        {%- endfor %}
    {%- endif %}
    {{- system_message }}
    {{- "<|eot_id|>" }}
{%- endif %}

{#- Custom tools are passed in a user message with some extra guidance #}
{%- if tools_in_user_message and not tools is none %}
    {#- Extract the first user message so we can plug it in here #}
    {%- if messages | length != 0 %}
        {%- set first_user_message = messages[0]['content']|trim %}
        {%- set messages = messages[1:] %}
    {%- else %}
        {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }}
{%- endif %}
    {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}}
    {{- "Given the following functions, please respond with a JSON for a function call " }}
    {{- "with its proper arguments that best answers the given prompt.\n\n" }}
    {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }}
    {{- "Do not use variables.\n\n" }}
    {%- for t in tools %}
        {{- t | tojson(indent=4) }}
        {{- "\n\n" }}
    {%- endfor %}
    {{- first_user_message + "<|eot_id|>"}}
{%- endif %}

{%- for message in messages %}
    {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}
    {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n' }}
        {%- if message['content'] is string %}
            {{- message['content'] }}
        {%- else %}
            {%- for content in message['content'] %}
                {%- if content['type'] == 'image' %}
                    {{- '<|image|>' }}
                {%- elif content['type'] == 'text' %}
                    {{- content['text'] }}
                {%- endif %}
            {%- endfor %}
        {%- endif %}
        {{- '<|eot_id|>' }}
    {%- elif 'tool_calls' in message %}
        {%- if not message.tool_calls|length == 1 %}
            {{- raise_exception("This model only supports single tool-calls at once!") }}
        {%- endif %}
        {%- set tool_call = message.tool_calls[0].function %}
        {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}
        {{- '{"name": "' + tool_call.name + '", ' }}
        {{- '"parameters": ' }}
        {{- tool_call.arguments | tojson }}
        {{- "}" }}
        {{- "<|eot_id|>" }}
    {%- elif message.role == "tool" or message.role == "ipython" %}
        {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }}
        {%- if message.content is mapping or message.content is iterable %}
            {{- message.content | tojson }}
        {%- else %}
            {{- message.content }}
        {%- endif %}
        {{- "<|eot_id|>" }}
    {%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
    {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }}
{%- endif %}