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Inkling-Small

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Upload Inkling-Small model

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Files changed (42) hide show
  1. .gitattributes +1 -0
  2. chat_template.jinja +129 -0
  3. config.json +114 -0
  4. model-00001-of-00032.safetensors +3 -0
  5. model-00002-of-00032.safetensors +3 -0
  6. model-00003-of-00032.safetensors +3 -0
  7. model-00004-of-00032.safetensors +3 -0
  8. model-00005-of-00032.safetensors +3 -0
  9. model-00006-of-00032.safetensors +3 -0
  10. model-00007-of-00032.safetensors +3 -0
  11. model-00008-of-00032.safetensors +3 -0
  12. model-00009-of-00032.safetensors +3 -0
  13. model-00010-of-00032.safetensors +3 -0
  14. model-00011-of-00032.safetensors +3 -0
  15. model-00012-of-00032.safetensors +3 -0
  16. model-00013-of-00032.safetensors +3 -0
  17. model-00014-of-00032.safetensors +3 -0
  18. model-00015-of-00032.safetensors +3 -0
  19. model-00016-of-00032.safetensors +3 -0
  20. model-00017-of-00032.safetensors +3 -0
  21. model-00018-of-00032.safetensors +3 -0
  22. model-00019-of-00032.safetensors +3 -0
  23. model-00020-of-00032.safetensors +3 -0
  24. model-00021-of-00032.safetensors +3 -0
  25. model-00022-of-00032.safetensors +3 -0
  26. model-00023-of-00032.safetensors +3 -0
  27. model-00024-of-00032.safetensors +3 -0
  28. model-00025-of-00032.safetensors +3 -0
  29. model-00026-of-00032.safetensors +3 -0
  30. model-00027-of-00032.safetensors +3 -0
  31. model-00028-of-00032.safetensors +3 -0
  32. model-00029-of-00032.safetensors +3 -0
  33. model-00030-of-00032.safetensors +3 -0
  34. model-00031-of-00032.safetensors +3 -0
  35. model-00032-of-00032.safetensors +3 -0
  36. model.safetensors.index.json +1055 -0
  37. mtp.safetensors +3 -0
  38. processor_config.json +46 -0
  39. special_tokens_map.json +22 -0
  40. tiktoken/tokenizer.model +3 -0
  41. tokenizer.json +3 -0
  42. tokenizer_config.json +508 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
chat_template.jinja ADDED
@@ -0,0 +1,129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {%- set effort_map = {"none": 0.0, "minimal": 0.1, "low": 0.2, "medium": 0.7, "high": 0.9, "max": 0.99} -%}
2
+ {%- set role_token = {"user": "<|message_user|>", "assistant": "<|message_model|>", "system": "<|message_system|>", "tool": "<|message_tool|>"} -%}
3
+
4
+ {%- macro emit_thinking_effort() -%}
5
+ {%- set eff = reasoning_effort if reasoning_effort is defined and reasoning_effort is not none else 0.9 -%}
6
+ {%- if eff is string -%}
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+ {%- set key = eff | trim -%}
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+ {%- if key not in effort_map -%}
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+ {{- raise_exception("Unknown reasoning_effort: " ~ eff) -}}
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+ {%- endif -%}
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+ {%- set num = effort_map[key] -%}
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+ {%- else -%}
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+ {%- set num = eff | float -%}
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+ {%- endif -%}
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+ {%- if num < 0.0 or num > 0.99 -%}
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+ {{- raise_exception("reasoning_effort must be in [0.0, 0.99]") -}}
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+ {%- endif -%}
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+ {{- "<|message_system|><|content_text|>Thinking effort level: " -}}
19
+ {%- if num == 0.0 -%}0{%- else -%}{{ num }}{%- endif -%}
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+ {{- "<|end_message|>" -}}
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+ {%- endmacro -%}
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+
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+ {%- if tools -%}
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+ {%- set tool_state = namespace(specs=[]) -%}
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+ {%- for tool in tools -%}
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+ {%- set fn = tool.function if tool.function is defined else tool -%}
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+ {%- set spec = {
28
+ "description": (fn.description if fn.description is defined and fn.description else ""),
29
+ "name": fn.name,
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+ "parameters": (fn.parameters if fn.parameters is defined and fn.parameters else {}),
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+ "type": (tool.type if tool.type is defined and tool.type else "function"),
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+ } -%}
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+ {%- set tool_state.specs = tool_state.specs + [spec] -%}
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+ {%- endfor -%}
35
+ {{- "<|message_system|>tool_declare<|content_xml|>" -}}
36
+ {{- tool_state.specs | tojson(sort_keys=true, separators=(",", ":")) -}}
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+ {{- "<|end_message|>" -}}
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+ {%- endif -%}
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+
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+ {%- set state = namespace(effort_emitted=false) -%}
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+ {%- for message in messages -%}
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+ {%- if message.role not in role_token -%}
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+ {{- raise_exception("Unknown message role: " ~ message.role) -}}
44
+ {%- endif -%}
45
+ {%- if not state.effort_emitted and message.role != "system" -%}
46
+ {{- emit_thinking_effort() -}}
47
+ {%- set state.effort_emitted = true -%}
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+ {%- endif -%}
49
+
50
+ {%- set rtok = role_token[message.role] -%}
51
+
52
+ {%- if message.role == "tool" -%}
53
+ {%- set tool_name_state = namespace(name="") -%}
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+ {%- if message.name is defined and message.name -%}
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+ {%- set tool_name_state.name = message.name -%}
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+ {%- elif message.tool_call_id is defined and message.tool_call_id -%}
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+ {%- for prev in messages -%}
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+ {%- if prev.role == "assistant" and prev.tool_calls -%}
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+ {%- for tc in prev.tool_calls -%}
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+ {%- if tc.id is defined and tc.id == message.tool_call_id and tc.function.name is defined -%}
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+ {%- set tool_name_state.name = tc.function.name -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- endif -%}
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+ {{- rtok -}}
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+ {%- if tool_name_state.name -%}{{- tool_name_state.name -}}{%- endif -%}
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+ {{- "<|content_text|>" -}}
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+ {%- if message.content is string -%}{{- message.content -}}{%- endif -%}
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+ {{- "<|end_message|>" -}}
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+
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+ {%- else -%}
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+ {%- if message.role == "assistant" and message.reasoning_content is defined and message.reasoning_content -%}
75
+ {{- "<|message_model|><|content_thinking|>" ~ message.reasoning_content ~ "<|end_message|>" -}}
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+ {%- endif -%}
77
+
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+ {%- if message.content is string -%}
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+ {{- rtok ~ "<|content_text|>" ~ message.content ~ "<|end_message|>" -}}
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+ {%- elif message.content -%}
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+ {%- for part in message.content -%}
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+ {%- if part is string -%}
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+ {{- rtok ~ "<|content_text|>" ~ part ~ "<|end_message|>" -}}
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+ {%- elif part.type is not defined or part.type in ("text", "input_text") -%}
85
+ {%- set text_part = (part.text if part.text is defined and part.text is string else "") -%}
86
+ {{- rtok ~ "<|content_text|>" ~ text_part ~ "<|end_message|>" -}}
87
+ {%- elif part.type in ("image", "input_image", "image_url") -%}
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+ {{- rtok ~ "<|content_image|><|unused_200054|><|end_message|>" -}}
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+ {%- elif part.type in ("audio", "input_audio", "audio_url") -%}
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+ {{- rtok ~ "<|content_audio_input|><|unused_200053|><|audio_end|><|end_message|>" -}}
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+ {%- else -%}
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+ {{- raise_exception("Unsupported content part type: " ~ part.type) -}}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- endif -%}
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+
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+ {%- if message.role == "assistant" and message.tool_calls -%}
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+ {%- for tc in message.tool_calls -%}
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+ {%- set fn = tc.function -%}
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+ {%- if fn.name is not defined or fn.name is not string -%}
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+ {{- raise_exception("tool call function name must be a string") -}}
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+ {%- endif -%}
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+ {%- set args = fn.arguments if fn.arguments is defined and fn.arguments else {} -%}
104
+ {%- if args is string -%}
105
+ {{- raise_exception("tool call arguments must be a parsed object, not a JSON string; canonicalize upstream") -}}
106
+ {%- endif -%}
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+ {%- if args is not mapping -%}
108
+ {{- raise_exception("tool call arguments must be an object") -}}
109
+ {%- endif -%}
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+ {{- "<|message_model|>" ~ fn.name ~ "<|content_invoke_tool_json|>" -}}
111
+ {{- '{"name":' ~ (fn.name | tojson(sort_keys=true, separators=(",", ":"))) ~ ',"args":' -}}
112
+ {{- (args | tojson(sort_keys=true, separators=(",", ":"))) -}}
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+ {{- "}<|end_message|>" -}}
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+ {%- endfor -%}
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+ {%- endif -%}
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+
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+ {%- if message.role == "assistant" -%}
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+ {{- "<|content_model_end_sampling|>" -}}
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+ {%- endif -%}
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+ {%- endif -%}
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+ {%- endfor -%}
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+
123
+ {%- if not state.effort_emitted -%}
124
+ {{- emit_thinking_effort() -}}
125
+ {%- endif -%}
126
+
127
+ {%- if add_generation_prompt -%}
128
+ {{- "<|message_model|>" -}}
129
+ {%- endif -%}
config.json ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "InklingForConditionalGeneration"
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+ ],
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+ "model_type": "inkling_mm_model",
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+ "eos_token_id": 200006,
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+ "text_config": {
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+ "model_max_length": 1048576,
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+ "torch_dtype": "bfloat16",
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+ "hidden_size": 4096,
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+ "num_hidden_layers": 42,
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+ "vocab_size": 201024,
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+ "num_attention_heads": 32,
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+ "num_key_value_heads": 8,
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+ "head_dim": 128,
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+ "d_rel": 16,
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+ "rel_extent": 1024,
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+ "q_bias": false,
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+ "o_bias": false,
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+ "log_scaling_n_floor": 128000,
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+ "log_scaling_alpha": 0.1,
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+ "rms_norm_eps": 1e-06,
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+ "use_embed_norm": true,
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+ "local_layer_ids": [
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+ ],
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+ "dense_mlp_idx": 2,
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+ "use_sconv": true,
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+ "sconv_kernel_size": 4,
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+ "unpadded_vocab_size": 200058,
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+ "logits_mup_width_multiplier": 16.0,
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+ "final_logit_softcapping": null,
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+ "swa_head_dim": 128,
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+ "swa_num_attention_heads": 32,
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+ "swa_num_key_value_heads": 8,
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+ "sliding_window_size": 512,
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+ "n_routed_experts": 256,
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+ "num_experts_per_tok": 6,
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+ "n_shared_experts": 2,
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+ "shared_expert_sink": true,
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+ "dense_intermediate_size": 16384,
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+ "intermediate_size": 2048,
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+ "route_scale": 8.0,
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+ "use_gate_bias": true,
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+ "gate_activation": "sigmoid",
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+ "norm_after_topk": true,
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+ "use_global_scale": true
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+ },
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+ "audio_config": {
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+ "decoder_dmodel": 4096,
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+ "n_mel_bins": 80,
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+ "mel_vocab_size": 16,
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+ "bias": false,
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+ "dmel_min_value": -7.0,
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+ "dmel_max_value": 2.0,
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+ "use_audio_norm": true,
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+ "audio_mode": "dmel"
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+ },
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+ "vision_config": {
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+ "vision_encoder_type": "hmlp",
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+ "decoder_dmodel": 4096,
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+ "patch_size": 40,
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+ "temporal_patch_size": 2,
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+ "n_channels": 3,
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+ "n_layers": 4,
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+ "use_vision_norm": true
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+ },
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+ "mtp_config": {
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+ "num_nextn_predict_layers": 8,
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+ "chain_hidden_post_norm": false,
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+ "local_layer_ids": [
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+ 0,
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+ 2,
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+ 4,
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+ 5,
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+ 6,
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+ ]
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+ }
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+ }
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