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Llama-4-Scout-17B-16E-Instruct-FP8-dynamic

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Safetensors
PyTorch
llama4
facebook
meta
llama
neuralmagic
redhat
llmcompressor
quantized
FP8
conversational
compressed-tensors
Model card Files
xet
Community
8
Eldar Kurtic commited on
Commit
ffdad8a
·
unverified ·
1 Parent(s): a17cf32

add model

Browse files
Files changed (38) hide show
  1. .gitattributes +1 -0
  2. chat_template.json +3 -0
  3. config.json +714 -0
  4. config.json.original +817 -0
  5. generation_config.json +13 -0
  6. model-00001-of-00025.safetensors +3 -0
  7. model-00002-of-00025.safetensors +3 -0
  8. model-00003-of-00025.safetensors +3 -0
  9. model-00004-of-00025.safetensors +3 -0
  10. model-00005-of-00025.safetensors +3 -0
  11. model-00006-of-00025.safetensors +3 -0
  12. model-00007-of-00025.safetensors +3 -0
  13. model-00008-of-00025.safetensors +3 -0
  14. model-00009-of-00025.safetensors +3 -0
  15. model-00010-of-00025.safetensors +3 -0
  16. model-00011-of-00025.safetensors +3 -0
  17. model-00012-of-00025.safetensors +3 -0
  18. model-00013-of-00025.safetensors +3 -0
  19. model-00014-of-00025.safetensors +3 -0
  20. model-00015-of-00025.safetensors +3 -0
  21. model-00016-of-00025.safetensors +3 -0
  22. model-00017-of-00025.safetensors +3 -0
  23. model-00018-of-00025.safetensors +3 -0
  24. model-00019-of-00025.safetensors +3 -0
  25. model-00020-of-00025.safetensors +3 -0
  26. model-00021-of-00025.safetensors +3 -0
  27. model-00022-of-00025.safetensors +3 -0
  28. model-00023-of-00025.safetensors +3 -0
  29. model-00024-of-00025.safetensors +3 -0
  30. model-00025-of-00025.safetensors +3 -0
  31. model.safetensors.index.json +0 -0
  32. preprocessor_config.json +33 -0
  33. processor_config.json +6 -0
  34. recipe.yaml +14 -0
  35. special_tokens_map.json +5 -0
  36. tokenizer.json +3 -0
  37. tokenizer.model +3 -0
  38. tokenizer_config.json +0 -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
34
  *.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.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- if strftime_now is defined %}\n {%- set date_string = strftime_now(\"%d %b %Y\") %}\n {%- else %}\n {%- set date_string = \"26 Jul 2024\" %}\n {%- endif %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %} \n {%- if messages[0]['content'] is string %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- else %}\n {#- FIXME: The processor requires an array, always. #}\n {%- set system_message = messages[0]['content'][0]['text']|trim %}\n {%- endif %}\n {%- set messages = messages[1:] %}\n {%- set user_supplied_system_message = true %}\n{%- else %}\n {%- set system_message = \"\" %}\n {%- set user_supplied_system_message = false %}\n{%- endif %}\n\n{#- System message if the user supplied one #}\n{%- if user_supplied_system_message %}\n {{- \"<|header_start|>system<|header_end|>\\n\\n\" }}\n {%- if tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n {%- endif %}\n {%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {%- endif %}\n {{- system_message }}\n {{- \"<|eot|>\" }}\n{%- endif %}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|header_start|>user<|header_end|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|header_start|>' + message['role'] + '<|header_end|>\\n\\n' }}\n {%- if message['content'] is string %}\n {{- message['content'] }}\n {%- else %}\n {%- for content in message['content'] %}\n {%- if content['type'] == 'image' %}\n {{- '<|image|>' }}\n {%- elif content['type'] == 'text' %}\n {{- content['text'] }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- \"<|eot|>\" }}\n {%- elif 'tool_calls' in message and message.tool_calls|length > 0 %}\n {{- '<|header_start|>assistant<|header_end|>\\n\\n' -}}\n {{- '<|python_start|>' }}\n {%- if message['content'] is string %}\n {{- message['content'] }}\n {%- else %}\n {%- for content in message['content'] %}\n {%- if content['type'] == 'image' %}\n {{- '<|image|>' }}\n {%- elif content['type'] == 'text' %}\n {{- content['text'] }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<|python_end|>' }}\n {%- for tool_call in message.tool_calls %}\n {{- '{\"name\": \"' + tool_call.function.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.function.arguments | tojson }}\n {{- \"}\" }}\n {%- endfor %}\n {{- \"<|eot|>\" }}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|header_start|>ipython<|header_end|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|header_start|>assistant<|header_end|>\\n\\n' }}\n{%- endif %}\n"
3
+ }
config.json ADDED
@@ -0,0 +1,714 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "Llama4ForConditionalGeneration"
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+ ],
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+ "boi_token_index": 200080,
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+ "eoi_token_index": 200081,
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+ "image_token_index": 200092,
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+ "model_type": "llama4",
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+ "text_config": {
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+ "_attn_implementation_autoset": true,
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+ "attention_bias": false,
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+ "attention_chunk_size": 8192,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 200000,
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+ "eos_token_id": [
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+ 200001,
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+ 200007,
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+ 200008
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+ ],
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+ "for_llm_compressor": true,
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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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+ "interleave_moe_layer_step": 1,
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+ "intermediate_size": 8192,
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+ "intermediate_size_mlp": 16384,
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+ "max_position_embeddings": 10485760,
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+ "model_type": "llama4_text",
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+ "no_rope_layers": [],
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+ "num_attention_heads": 40,
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+ "num_experts_per_tok": 1,
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+ "num_hidden_layers": 48,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 16,
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+ "output_router_logits": false,
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+ "pad_token_id": 200018,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": {
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+ "factor": 16.0,
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+ "high_freq_factor": 1.0,
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+ "low_freq_factor": 1.0,
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+ "original_max_position_embeddings": 8192,
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+ "rope_type": "llama3"
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+ },
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+ "rope_theta": 500000.0,
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+ "router_aux_loss_coef": 0.001,
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+ "router_jitter_noise": 0.0,
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+ "torch_dtype": "bfloat16",
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+ "use_cache": true,
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+ "use_qk_norm": true,
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+ "vocab_size": 202048
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+ },
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.51.0.dev0",
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+ "vision_config": {
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+ "_attn_implementation_autoset": true,
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+ "attention_dropout": 0.0,
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+ "hidden_act": "gelu",
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+ "hidden_size": 1408,
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+ "image_size": 336,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 5632,
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+ "model_type": "llama4_vision_model",
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+ "multi_modal_projector_bias": false,
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+ "norm_eps": 1e-05,
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+ "num_attention_heads": 16,
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+ "num_channels": 3,
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+ "num_hidden_layers": 34,
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+ "patch_size": 14,
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+ "pixel_shuffle_ratio": 0.5,
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+ "projector_dropout": 0.0,
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+ "projector_input_dim": 4096,
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+ "projector_output_dim": 4096,
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+ "rope_theta": 10000,
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+ "vision_feature_layer": -1,
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+ "vision_feature_select_strategy": "default",
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+ "vision_output_dim": 4096
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+ },
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+ "quantization_config": {
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+ "config_groups": {
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+ "group_0": {
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+ "input_activations": {
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+ "actorder": null,
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+ "block_structure": null,
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+ "dynamic": true,
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+ "group_size": null,
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+ "num_bits": 8,
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+ "observer": null,
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+ "observer_kwargs": {},
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+ "strategy": "token",
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+ "symmetric": true,
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+ "type": "float"
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+ },
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+ "output_activations": null,
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+ "targets": [
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+ "Linear"
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+ ],
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+ "weights": {
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+ "actorder": null,
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+ "block_structure": null,
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+ "dynamic": false,
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+ "group_size": null,
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+ "num_bits": 8,
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+ "observer": "mse",
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+ "observer_kwargs": {},
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+ "strategy": "channel",
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+ "symmetric": true,
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+ "type": "float"
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+ }
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+ }
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+ },
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+ "format": "float-quantized",
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+ "global_compression_ratio": null,
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+ "ignore": [
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