zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0

MixTAO-7Bx2-MoE-Instruct

MixTAO-7Bx2-MoE-Instruct is a Mixure of Experts (MoE).

💻 Usage

text-generation-webui - Model Tab

Chat template

{%- for message in messages %}
    {%- if message['role'] == 'system' -%}
        {{- message['content'] + '\n\n' -}}
    {%- else -%}
        {%- if message['role'] == 'user' -%}
            {{- name1 + ': ' + message['content'] + '\n'-}}
        {%- else -%}
            {{- name2 + ': ' + message['content'] + '\n' -}}
        {%- endif -%}
    {%- endif -%}
{%- endfor -%}

Instruction template ：Alpaca

Change this according to the model/LoRA that you are using. Used in instruct and chat-instruct modes.

{%- set ns = namespace(found=false) -%}
{%- for message in messages -%}
    {%- if message['role'] == 'system' -%}
        {%- set ns.found = true -%}
    {%- endif -%}
{%- endfor -%}
{%- if not ns.found -%}
    {{- '' + 'Below is an instruction that describes a task. Write a response that appropriately completes the request.' + '\n\n' -}}
{%- endif %}
{%- for message in messages %}
    {%- if message['role'] == 'system' -%}
        {{- '' + message['content'] + '\n\n' -}}
    {%- else -%}
        {%- if message['role'] == 'user' -%}
            {{-'### Instruction:\n' + message['content'] + '\n\n'-}}
        {%- else -%}
            {{-'### Response:\n' + message['content'] + '\n\n' -}}
        {%- endif -%}
    {%- endif -%}
{%- endfor -%}
{%- if add_generation_prompt -%}
    {{-'### Response:\n'-}}
{%- endif -%}

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	76.55
AI2 Reasoning Challenge (25-Shot)	74.23
HellaSwag (10-Shot)	89.37
MMLU (5-Shot)	64.54
TruthfulQA (0-shot)	74.26
Winogrande (5-shot)	87.77
GSM8k (5-shot)	69.14