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1models:
2 - model: /workspace/cache/models--shisa-ai--shisa-v2-llama3.3-70b/snapshots/0a3080fbcbfbb0160c30db82b05be039453a4c01
3 parameters:
4 weight: 0.16
5 density: 0.7
6 epsilon: 0.2
7 - model: /workspace/cache/models--AstroMLab--AstroSage-70B/snapshots/86496984f418ef5a6825f2c16983595e7f7d5930
8 parameters:
9 weight: 0.16
10 density: 0.7
11 epsilon: 0.2
12 - model: /workspace/cache/models--LumiOpen--Llama-Poro-2-70B-Instruct/snapshots/ba7a467a544e2b8d944a8a8636120fd0fea9358d
13 parameters:
14 weight: 0.16
15 density: 0.7
16 epsilon: 0.2
17 - model: /workspace/cache/models--jdh-algo--Citrus1.0-llama-70B/snapshots/cd76fde83bb61650a211b2bba499ec8489b91c3d
18 parameters:
19 weight: 0.16
20 density: 0.7
21 epsilon: 0.2
22 - model: /workspace/cache/models--TheDrummer--Fallen-Llama-3.3-70B-v1/snapshots/d46ef2629f1c3cd46789a55793c5ff0af60de3e8
23 parameters:
24 weight: 0.16
25 density: 0.7
26 epsilon: 0.2
27 - model: /workspace/cache/models--deepcogito--cogito-v2-preview-llama-70B/snapshots/1e1d12e8eaebd6084a8dcf45ecdeaa2f4b8879ce
28 parameters:
29 weight: 0.2
30 density: 0.5
31 epsilon: 0.25
32base_model: /workspace/prototype-0.4x295
33merge_method: della
34parameters:
35 normalize: false
36 lambda: 1.05
37chat_template: llama3
38pad_to_multiple_of: 8
39int8_mask: true
40tokenizer:
41 source: base
42dtype: float32{{- '<|begin_of_text|>' }}
{%- if not tools is defined %}
{%- set tools = none %}
{%- endif %}
{%- if not enable_thinking is defined %}
{%- set enable_thinking = false %}
{%- 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 %}
{#- Set the system message. If enable_thinking is true, add the "Enable deep thinking subroutine." #}
{%- if enable_thinking %}
{%- if system_message != "" %}
{%- set system_message = "Enable deep thinking subroutine.
" ~ system_message %}
{%- else %}
{%- set system_message = "Enable deep thinking subroutine." %}
{%- endif %}
{%- endif %}
{#- Set the system message. In case there are tools present, add them to the system message. #}
{%- if tools is not none or system_message != '' %}
{{- "<|start_header_id|>system<|end_header_id|>
" }}
{{- system_message }}
{%- if tools is not none %}
{%- if system_message != "" %}
{{- "
" }}
{%- endif %}
{{- "Available Tools:
" }}
{%- for t in tools %}
{{- t | tojson(indent=4) }}
{{- "
" }}
{%- endfor %}
{%- endif %}
{{- "<|eot_id|>" }}
{%- endif %}
{#- Rest of the messages #}
{%- for message in messages %}
{#- The special cases are when the message is from a tool (via role ipython/tool/tool_results) or when the message is from the assistant, but has "tool_calls". If not, we add the message directly as usual. #}
{#- Case 1 - Usual, non tool related message. #}
{%- if not (message.role == "ipython" or message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
{{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>
' }}
{%- if message['content'] is string %}
{{- message['content'] | trim }}
{%- else %}
{%- for item in message['content'] %}
{%- if item.type == 'text' %}
{{- item.text | trim }}
{%- endif %}
{%- endfor %}
{%- endif %}
{{- '<|eot_id|>' }}
{#- Case 2 - the response is from the assistant, but has a tool call returned. The assistant may also have returned some content along with the tool call. #}
{%- elif message.tool_calls is defined and message.tool_calls is not none %}
{{- "<|start_header_id|>assistant<|end_header_id|>
" }}
{%- if message['content'] is string %}
{{- message['content'] | trim }}
{%- else %}
{%- for item in message['content'] %}
{%- if item.type == 'text' %}
{{- item.text | trim }}
{%- if item.text | trim != "" %}
{{- "
" }}
{%- endif %}
{%- endif %}
{%- endfor %}
{%- endif %}
{{- "[" }}
{%- for tool_call in message.tool_calls %}
{%- set out = tool_call.function|tojson %}
{%- if not tool_call.id is defined %}
{{- out }}
{%- else %}
{{- out[:-1] }}
{{- ', "id": "' + tool_call.id + '"}' }}
{%- endif %}
{%- if not loop.last %}
{{- ", " }}
{%- else %}
{{- "]<|eot_id|>" }}
{%- endif %}
{%- endfor %}
{#- Case 3 - the response is from a tool call. The tool call may have an id associated with it as well. If it does, we add it to the prompt. #}
{%- elif message.role == "ipython" or message["role"] == "tool_results" or message["role"] == "tool" %}
{{- "<|start_header_id|>ipython<|end_header_id|>
" }}
{%- if message.tool_call_id is defined and message.tool_call_id != '' %}
{{- '{"content": ' + (message.content | tojson) + ', "call_id": "' + message.tool_call_id + '"}' }}
{%- else %}
{{- '{"content": ' + (message.content | tojson) + '}' }}
{%- endif %}
{{- "<|eot_id|>" }}
{%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|start_header_id|>assistant<|end_header_id|>
' }}
{%- endif %}