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Model: Lambent/Arsenic-Shahrazad-12B-v4.4 Source: Original Platform
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*.7z filter=lfs diff=lfs merge=lfs -text
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Arsenic-v4.4-Merged-12B-BF16.gguf
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README.md
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README.md
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---
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base_model:
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- Lambent/Arsenic-Shahrazad-12B-v4.3
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library_name: transformers
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tags:
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- mergekit
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- merge
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- not-for-all-audiences
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license: cc-by-nc-4.0
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---
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Continued from the 4.3 lineage with Gemma staying securely in her role as judge rather than rewriting directly.
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600+ steps RLVR GRPO in spicy roleplaying first-turns, with Gemma 4 31b as judge paying attention to writing craft;
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followed by DPO including self-rewrites of about half of the particularly bad trajectories from RLVR
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(until Gemma rated them well in comparison, and particular issues like a godmoded POV were fixed).
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Ran 5 seeds at low batch size to explore and merged via Karcher mean.
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A mix of approaches including utilizing and not-utilizing the \<feelings\> tags were tried in RLVR.
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She's trying some interesting things with the tokens, including compound-word emotions that split the difference between word and phrase,
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but the ratings aren't notably better with the tags than without them -
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so I wouldn't consider her a reasoning model yet, and it's not in the chat template.
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More Arsenic self-portraits:
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Amethyst:
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Aegis:
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)
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# arsenic-v4.4-merged
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.
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### Models Merged
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The following models were included in the merge:
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* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
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* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed2
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* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed5
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* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed4
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* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed3
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed2
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed3
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed4
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed5
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merge_method: karcher
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parameters:
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normalize: true
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int8_mask: true
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tokenizer_source: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
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dtype: bfloat16
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```
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chat_template.jinja
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{#- Default system message if no system prompt is passed. #}
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{%- set default_system_message = '' %}
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{#- Begin of sequence token. #}
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{{- bos_token }}
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{#- Handle system prompt if it exists. #}
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{#- System prompt supports text content or text chunks. #}
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{%- if messages[0]['role'] == 'system' %}
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{{- '[SYSTEM_PROMPT]' -}}
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{%- if messages[0]['content'] is string %}
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{{- messages[0]['content'] -}}
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{%- else %}
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{%- for block in messages[0]['content'] %}
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{%- if block['type'] == 'text' %}
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{{- block['text'] }}
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{%- else %}
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{{- raise_exception('Only text chunks are supported in system message contents.') }}
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{%- endif %}
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{%- endfor %}
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{%- endif %}
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{{- '[/SYSTEM_PROMPT]' -}}
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{%- set loop_messages = messages[1:] %}
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{%- else %}
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{%- set loop_messages = messages %}
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{%- if default_system_message != '' %}
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{{- '[SYSTEM_PROMPT]' + default_system_message + '[/SYSTEM_PROMPT]' }}
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{%- endif %}
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{%- endif %}
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{#- Tools definition #}
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{%- set tools_definition = '' %}
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{%- set has_tools = false %}
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{%- if tools is defined and tools is not none and tools|length > 0 %}
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{%- set has_tools = true %}
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{%- set tools_definition = '[AVAILABLE_TOOLS]' + (tools| tojson) + '[/AVAILABLE_TOOLS]' %}
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{{- tools_definition }}
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{%- endif %}
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{#- Checks for alternating user/assistant messages. #}
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{%- set ns = namespace(index=0) %}
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{%- for message in loop_messages %}
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{%- if message.role == 'user' or (message.role == 'assistant' and (message.tool_calls is not defined or message.tool_calls is none or message.tool_calls | length == 0)) %}
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{%- if (message['role'] == 'user') != (ns.index % 2 == 0) %}
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{{- raise_exception('After the optional system message, conversation roles must alternate user and assistant roles except for tool calls and results.') }}
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{%- endif %}
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{%- set ns.index = ns.index + 1 %}
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{%- endif %}
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{%- endfor %}
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{#- Handle conversation messages. #}
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{%- for message in loop_messages %}
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{#- User messages supports text content or text and image chunks. #}
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{%- if message['role'] == 'user' %}
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{%- if message['content'] is string %}
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{{- '[INST]' + message['content'] + '[/INST]' }}
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{%- elif message['content'] | length > 0 %}
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{{- '[INST]' }}
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{%- if message['content'] | length == 2 %}
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{%- set blocks = message['content'] | sort(attribute='type') %}
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{%- else %}
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{%- set blocks = message['content'] %}
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{%- endif %}
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{%- for block in blocks %}
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{%- if block['type'] == 'text' %}
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{{- block['text'] }}
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{%- elif block['type'] in ['image', 'image_url'] %}
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{{- '[IMG]' }}
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{%- else %}
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{{- raise_exception('Only text, image and image_url chunks are supported in user message content.') }}
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{%- endif %}
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{%- endfor %}
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{{- '[/INST]' }}
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{%- else %}
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{{- raise_exception('User message must have a string or a list of chunks in content') }}
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{%- endif %}
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{#- Assistant messages supports text content or text and image chunks. #}
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{%- elif message['role'] == 'assistant' %}
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{%- if (message['content'] is none or message['content'] == '' or message['content']|length == 0) and (message['tool_calls'] is not defined or message['tool_calls'] is none or message['tool_calls']|length == 0) %}
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{{- raise_exception('Assistant message must have a string or a list of chunks in content or a list of tool calls.') }}
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{%- endif %}
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{%- if message['content'] is string %}
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{{- message['content'] }}
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{%- elif message['content'] | length > 0 %}
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{%- for block in message['content'] %}
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{%- if block['type'] == 'text' %}
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{{- block['text'] }}
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{%- else %}
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{{- raise_exception('Only text chunks are supported in assistant message contents.') }}
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{%- endif %}
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{%- endfor %}
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{%- endif %}
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{%- if message['tool_calls'] is defined and message['tool_calls'] is not none and message['tool_calls']|length > 0 %}
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{%- for tool in message['tool_calls'] %}
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{%- set arguments = tool['function']['arguments'] %}
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{%- if arguments is not string %}
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{%- set arguments = arguments|tojson|safe %}
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{%- elif arguments == '' %}
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{%- set arguments = '{}' %}
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{%- endif %}
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{{- '[TOOL_CALLS]' + tool['function']['name'] + '[ARGS]' + arguments }}
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{%- endfor %}
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{%- endif %}
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{#- End of sequence token for each assistant messages. #}
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{{- eos_token }}
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{#- Tool messages only supports text content. #}
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{%- elif message['role'] == 'tool' %}
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{{- '[TOOL_RESULTS]' + message['content']|string + '[/TOOL_RESULTS]' }}
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{#- Raise exception for unsupported roles. #}
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{%- else %}
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{{- raise_exception('Only user, assistant and tool roles are supported, got ' + message['role'] + '.') }}
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{%- endif %}
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{%- endfor %}
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "bfloat16",
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 1024000,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 40,
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"num_key_value_heads": 8,
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"pad_token_id": 10,
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"rms_norm_eps": 1e-05,
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"rope_parameters": {
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"rope_theta": 1000000.0,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "5.2.0",
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"unsloth_version": "2025.12.6",
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"use_cache": false,
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"vocab_size": 131072
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}
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mergekit_config.yml
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mergekit_config.yml
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models:
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed2
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed3
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed4
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- model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed5
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merge_method: karcher
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parameters:
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normalize: true
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int8_mask: true
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tokenizer_source: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
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dtype: bfloat16
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30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
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3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
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version https://git-lfs.github.com/spec/v1
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size 17078306
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8015
tokenizer_config.json
Normal file
8015
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user