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Model: Naphula-Archives/Piranha-12B-v1a
Source: Original Platform

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
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+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
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+*.mlmodel filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+base_model:
+- EldritchLabs/MN-12B-RP-Ink-Longform-MPOA
+- EldritchLabs/Human-Like-Mistral-Nemo-Instruct-2407-MPOA
+- MuXodious/Rocinante-X-12B-v1-absolute-heresy
+- MuXodious/Mistral-Nemo-Instruct-2407-absolute-heresy
+language: eng
+library_name: transformers
+license: apache-2.0
+tags:
+- mergekit
+- merge
+- mistral
+- nemo
+- karcher_stock
+---
+
+# 🐟 Piranha 12B v1a
+
+A prototype test for Savage Sands. This one is partially censored (despite having all uncensored components) but very creative. Therefore, the merge is "failed" because it should not have refusals. It was good enough to upload however. It recommended a "Piranha Tank", hence the name.
+
+I tested with unablated base_model, and it seems this increased refusals a bit more.
+
+```yaml
+architecture: MistralForCausalLM
+base_model: B:/12B/MuXodious--Mistral-Nemo-Instruct-2407-absolute-heresy # mistralai--Mistral-Nemo-Instruct-2407
+models:
+  - model: B:/12B/EldritchLabs--MN-12B-RP-Ink-Longform-MPOA
+    parameters:
+      weight: 1.0
+  - model: B:/12B/EldritchLabs--Human-Like-Mistral-Nemo-Instruct-2407-MPOA
+    parameters:
+      weight: 1.0
+  - model: B:/12B/MuXodious-Rocinante-X-12B-v1-absolute-heresy # TheDrummer--Rocinante-X-12B-v1
+    parameters:
+      weight: 1.0
+merge_method: karcher_stock # v12B
+parameters:  
+  filter_wise: true
+  max_iter: 25
+  min_iter: 10
+  tol: 1.0e-9
+  magnitude_mean_geometric: false # TRUE makes it 75% karcher
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: karcher_stock_12b_v1
+```

chat_template.jinja

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+{%- if messages[0]["role"] == "system" %}
+    {%- set system_message = messages[0]["content"] %}
+    {%- set loop_messages = messages[1:] %}
+{%- else %}
+    {%- set loop_messages = messages %}
+{%- endif %}
+{%- if not tools is defined %}
+    {%- set tools = none %}
+{%- endif %}
+{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
+
+{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
+{%- set ns = namespace() %}
+{%- set ns.index = 0 %}
+{%- for message in loop_messages %}
+    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
+        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
+            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
+        {%- endif %}
+        {%- set ns.index = ns.index + 1 %}
+    {%- endif %}
+{%- endfor %}
+
+{{- bos_token }}
+{%- for message in loop_messages %}
+    {%- if message["role"] == "user" %}
+        {%- if tools is not none and (message == user_messages[-1]) %}
+            {{- "[AVAILABLE_TOOLS][" }}
+            {%- for tool in tools %}
+                {%- set tool = tool.function %}
+                {{- '{"type": "function", "function": {' }}
+                {%- for key, val in tool.items() if key != "return" %}
+                    {%- if val is string %}
+                        {{- '"' + key + '": "' + val + '"' }}
+                    {%- else %}
+                        {{- '"' + key + '": ' + val|tojson }}
+                    {%- endif %}
+                    {%- if not loop.last %}
+                        {{- ", " }}
+                    {%- endif %}
+                {%- endfor %}
+                {{- "}}" }}
+                {%- if not loop.last %}
+                    {{- ", " }}
+                {%- else %}
+                    {{- "]" }}
+                {%- endif %}
+            {%- endfor %}
+            {{- "[/AVAILABLE_TOOLS]" }}
+            {%- endif %}
+        {%- if loop.last and system_message is defined %}
+            {{- "[INST]" + system_message + "\n\n" + message["content"] + "[/INST]" }}
+        {%- else %}
+            {{- "[INST]" + message["content"] + "[/INST]" }}
+        {%- endif %}
+    {%- elif (message.tool_calls is defined and message.tool_calls is not none) %}
+        {{- "[TOOL_CALLS][" }}
+        {%- for tool_call in message.tool_calls %}
+            {%- set out = tool_call.function|tojson %}
+            {{- out[:-1] }}
+            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
+                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+            {%- endif %}
+            {{- ', "id": "' + tool_call.id + '"}' }}
+            {%- if not loop.last %}
+                {{- ", " }}
+            {%- else %}
+                {{- "]" + eos_token }}
+            {%- endif %}
+        {%- endfor %}
+    {%- elif message["role"] == "assistant" %}
+        {{- message["content"] + eos_token}}
+    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
+        {%- if message.content is defined and message.content.content is defined %}
+            {%- set content = message.content.content %}
+        {%- else %}
+            {%- set content = message.content %}
+        {%- endif %}
+        {{- '[TOOL_RESULTS]{"content": ' + content|string + ", " }}
+        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
+            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
+        {%- endif %}
+        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
+    {%- else %}
+        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
+    {%- endif %}
+{%- endfor %}

config.json

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+{
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "dtype": "bfloat16",
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.56.1",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+architecture: MistralForCausalLM
+base_model: B:/12B/MuXodious--Mistral-Nemo-Instruct-2407-absolute-heresy # mistralai--Mistral-Nemo-Instruct-2407
+models:
+  - model: B:/12B/EldritchLabs--MN-12B-RP-Ink-Longform-MPOA
+    parameters:
+      weight: 1.0
+  - model: B:/12B/EldritchLabs--Human-Like-Mistral-Nemo-Instruct-2407-MPOA
+    parameters:
+      weight: 1.0
+  - model: B:/12B/MuXodious-Rocinante-X-12B-v1-absolute-heresy # TheDrummer--Rocinante-X-12B-v1
+    parameters:
+      weight: 1.0
+merge_method: karcher_stock # v12B
+parameters:  
+  filter_wise: true
+  max_iter: 25
+  min_iter: 10
+  tol: 1.0e-9
+  magnitude_mean_geometric: false # TRUE makes it 75% karcher
+dtype: float32
+out_dtype: bfloat16
+tokenizer:
+  source: union
+chat_template: auto
+name: karcher_stock_12b_v1

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