README.md

---
base_model: [BruhzWater/Sapphira-L3.3-70b-0.1]
library_name: transformers
tags:
- mergekit
- merge

---
# Sapphira-L3.3-70b-0.1

![image/png](https://cdn-uploads.huggingface.co/production/uploads/66ca56e62400073af3ad2972/CPUXeq81a9o0_ClXCcG68.png)

Storytelling and RP model with increased coherence, thanks to cogito-v2-preview-llama-70B.

iMatrix quants: https://huggingface.co/mradermacher/Sapphira-L3.3-70b-0.1-i1-GGUF

Static quants: https://huggingface.co/mradermacher/Sapphira-L3.3-70b-0.1-GGUF

Chat Template:
-
Llama3

Instruction Template:
-
Deep Cogito

Llama3

Sampler Settings
-

Starter:
```
Temp: 1
Min_P: 0.02
Top_P: 1
```

Experimental 1:
```
Temp: .95 - 1.1
Min_P: .015 - .03
Top_P: .97 - .99
XTC_Threshold: .11
XTC_Probability: .15
```

Experimental 2:
```
Temp: .95 - 1.1
Min_P: .015 - .03
Top_P: 1
Typical_P: .99
XTC_Threshold: .11
XTC_Probability: .15
```

### Merge Method

This model was merged using the [Multi-SLERP](https://goddard.blog/posts/multislerp-wow-what-a-cool-idea) merge method using deepcogito--cogito-v2-preview-llama-70B as a base.

### Models Merged

The following models were included in the merge:
* BruhzWater--Apocrypha-L3.3-70b-0.3
* BruhzWater--Serpents-Tongue-L3.3-70b-0.3

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: /workspace/cache/models--BruhzWater--Apocrypha-L3.3-70b-0.3/snapshots/3facb4c0a7b953ff34a5caa90976830bf82a84c2
    parameters:
      weight: [0.5]
  - model: /workspace/cache/models--BruhzWater--Serpents-Tongue-L3.3-70b-0.3/snapshots/d007a7bcc7047d712abb2dfb6ad940fe03cd2047
    parameters:
      weight: [0.5]
base_model: /workspace/cache/models--deepcogito--cogito-v2-preview-llama-70B/snapshots/1e1d12e8eaebd6084a8dcf45ecdeaa2f4b8879ce
merge_method: multislerp
tokenizer:
  source: base
chat_template: llama3
parameters:
  normalize_weights: false
  eps: 1e-9
pad_to_multiple_of: 8
int8_mask: true
dtype: bfloat16
```

### Instruct Template

Deep Cogito

```
{{- '<|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 %}
```