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Qwen3-Coder-480B-A35B-Instruct

Text Generation
Transformers
Safetensors
qwen3_moe
unsloth
qwen3
qwen
conversational
Model card Files
xet
Community
danielhanchen commited on
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Files changed (50) hide show
  1. .gitattributes +1 -0
  2. added_tokens.json +28 -0
  3. chat_template.jinja +131 -0
  4. config.json +42 -0
  5. generation_config.json +12 -0
  6. merges.txt +0 -0
  7. model-00001-of-00241.safetensors +3 -0
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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
added_tokens.json ADDED
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chat_template.jinja ADDED
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+ {% macro render_item_list(item_list, tag_name='required') %}
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+ {%- if item_list is defined and item_list is iterable and item_list | length > 0 %}
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+ {%- if tag_name %}{{- '\n<' ~ tag_name ~ '>' -}}{% endif %}
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+ {{- '[' }}
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+ {%- for item in item_list -%}
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+ {%- if loop.index > 1 %}{{- ", "}}{% endif -%}
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+ {%- if item is string -%}
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+ {{ "`" ~ item ~ "`" }}
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+ {%- else -%}
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+ {{ item }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {{- ']' }}
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+ {%- if tag_name %}{{- '</' ~ tag_name ~ '>' -}}{% endif %}
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+ {%- endif %}
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+ {% endmacro %}
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+
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+ {%- if messages[0]["role"] == "system" %}
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+ {%- set system_message = messages[0]["content"] %}
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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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+ {%- endif %}
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+
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+ {%- if not tools is defined %}
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+ {%- set tools = [] %}
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+ {%- endif %}
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+
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+ {%- if system_message is defined %}
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+ {{- "<|im_start|>system\n" + system_message }}
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+ {%- else %}
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+ {%- if tools is iterable and tools | length > 0 %}
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+ {{- "<|im_start|>system\nYou are Qwen, a helpful AI assistant that can interact with a computer to solve tasks." }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- if tools is iterable and tools | length > 0 %}
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+ {{- "\n\nYou have access to the following functions:\n\n" }}
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+ {{- "<tools>" }}
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+ {%- for tool in tools %}
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+ {%- if tool.function is defined %}
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+ {%- set tool = tool.function %}
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+ {%- endif %}
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+ {{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }}
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+ {{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }}
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+ {{- '\n<parameters>' }}
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+ {%- for param_name, param_fields in tool.parameters.properties|items %}
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+ {{- '\n<parameter>' }}
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+ {{- '\n<name>' ~ param_name ~ '</name>' }}
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+ {%- if param_fields.type is defined %}
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+ {{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }}
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+ {%- endif %}
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+ {%- if param_fields.description is defined %}
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+ {{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}
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+ {%- endif %}
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+ {{- render_item_list(param_fields.enum, 'enum') }}
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+ {%- set handled_keys = ['type', 'description', 'enum', 'required'] %}
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+ {%- for json_key in param_fields.keys() | reject("in", handled_keys) %}
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+ {%- set normed_json_key = json_key | replace("-", "_") | replace(" ", "_") | replace("$", "") %}
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+ {%- if param_fields[json_key] is mapping %}
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+ {{- '\n<' ~ normed_json_key ~ '>' ~ (param_fields[json_key] | tojson | safe) ~ '</' ~ normed_json_key ~ '>' }}
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+ {%- else %}
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+ {{-'\n<' ~ normed_json_key ~ '>' ~ (param_fields[json_key] | string) ~ '</' ~ normed_json_key ~ '>' }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {{- render_item_list(param_fields.required, 'required') }}
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+ {{- '\n</parameter>' }}
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+ {%- endfor %}
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+ {{- render_item_list(tool.parameters.required, 'required') }}
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+ {{- '\n</parameters>' }}
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+ {%- if tool.return is defined %}
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+ {%- if tool.return is mapping %}
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+ {{- '\n<return>' ~ (tool.return | tojson | safe) ~ '</return>' }}
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+ {%- else %}
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+ {{- '\n<return>' ~ (tool.return | string) ~ '</return>' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {{- '\n</function>' }}
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+ {%- endfor %}
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+ {{- "\n</tools>" }}
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+ {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
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+ {%- endif %}
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+ {%- if system_message is defined %}
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+ {{- '<|im_end|>\n' }}
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+ {%- else %}
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+ {%- if tools is iterable and tools | length > 0 %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- for message in loop_messages %}
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+ {%- if message.role == "assistant" and message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
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+ {{- '<|im_start|>' + message.role }}
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+ {%- if message.content is defined and message.content is string and message.content | trim | length > 0 %}
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+ {{- '\n' + message.content | trim + '\n' }}
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+ {%- endif %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if tool_call.function is defined %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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+ {%- if tool_call.arguments is defined %}
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+ {%- for args_name, args_value in tool_call.arguments|items %}
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+ {{- '<parameter=' + args_name + '>\n' }}
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+ {%- set args_value = args_value if args_value is string else args_value | string %}
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+ {{- args_value }}
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+ {{- '\n</parameter>\n' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '</function>\n</tool_call>' }}
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+ {%- endfor %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "user" or message.role == "system" or message.role == "assistant" %}
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+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "tool" %}
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+ {%- if loop.previtem and loop.previtem.role != "tool" %}
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+ {{- '<|im_start|>user\n' }}
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+ {%- endif %}
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+ {{- '<tool_response>\n' }}
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+ {{- message.content }}
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+ {{- '\n</tool_response>\n' }}
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+ {%- if not loop.last and loop.nextitem.role != "tool" %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif loop.last %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if add_generation_prompt %}
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+ {{- '<|im_start|>assistant\n' }}
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+ {%- endif %}
config.json ADDED
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+ {
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+ "architectures": [
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+ "Qwen3MoeForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "decoder_sparse_step": 1,
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+ "intermediate_size": 8192,
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+ "max_position_embeddings": 262144,
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+ "max_window_layers": 62,
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+ "mlp_only_layers": [],
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+ "model_type": "qwen3_moe",
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+ "moe_intermediate_size": 2560,
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+ "norm_topk_prob": true,
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+ "num_attention_heads": 96,
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+ "num_experts": 160,
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+ "num_experts_per_tok": 8,
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+ "num_hidden_layers": 62,
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+ "num_key_value_heads": 8,
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+ "output_router_logits": false,
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+ "pad_token_id": 151654,
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+ "qkv_bias": false,
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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+ "rope_theta": 10000000,
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+ "router_aux_loss_coef": 0.0,
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+ "shared_expert_intermediate_size": 0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.53.3",
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+ "unsloth_fixed": true,
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+ "use_cache": true,
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+ "use_qk_norm": true,
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+ "use_sliding_window": false,
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+ "vocab_size": 151936
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+ }
generation_config.json ADDED
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merges.txt ADDED
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