diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..52373fe24473b1aa44333d318f578ae6bf04b49b 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text
diff --git a/chat_template.json b/chat_template.json
new file mode 100644
index 0000000000000000000000000000000000000000..16338b0e240e3c294abe9ae0cd8f2e3a9b08bcc7
--- /dev/null
+++ b/chat_template.json
@@ -0,0 +1,3 @@
+{
+  "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"
+}
diff --git a/config.json b/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6b040ca6516bee76276c06d5c6654ab83b3b258
--- /dev/null
+++ b/config.json
@@ -0,0 +1,375 @@
+{
+  "architectures": [
+    "Llama4ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_chunk_size": 8192,
+  "attention_dropout": 0.0,
+  "attn_scale": 0.1,
+  "attn_temperature_tuning": 4,
+  "bos_token_id": 200000,
+  "cache_implementation": "hybrid",
+  "eos_token_id": [
+    200001,
+    200007,
+    200008
+  ],
+  "floor_scale": 8192,
+  "for_llm_compressor": false,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "interleave_moe_layer_step": 1,
+  "intermediate_size": 8192,
+  "intermediate_size_mlp": 16384,
+  "max_position_embeddings": 262144,
+  "model_type": "llama4_text",
+  "moe_layers": [
+    0,
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
+    7,
+    8,
+    9,
+    10,
+    11,
+    12,
+    13,
+    14,
+    15,
+    16,
+    17,
+    18,
+    19,
+    20,
+    21,
+    22,
+    23,
+    24,
+    25,
+    26,
+    27,
+    28,
+    29,
+    30,
+    31,
+    32,
+    33,
+    34,
+    35,
+    36,
+    37,
+    38,
+    39,
+    40,
+    41,
+    42,
+    43,
+    44,
+    45,
+    46,
+    47
+  ],
+  "no_rope_layers": [
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0,
+    1,
+    1,
+    1,
+    0
+  ],
+  "num_attention_heads": 40,
+  "num_experts_per_tok": 1,
+  "num_hidden_layers": 48,
+  "num_key_value_heads": 8,
+  "num_local_experts": 16,
+  "output_router_logits": false,
+  "pad_token_id": 200018,
+  "quantization_config": {
+    "config_groups": {
+      "group_0": {
+        "input_activations": null,
+        "output_activations": null,
+        "targets": [
+          "Linear"
+        ],
+        "weights": {
+          "actorder": null,
+          "block_structure": null,
+          "dynamic": false,
+          "group_size": 128,
+          "num_bits": 4,
+          "observer": "minmax",
+          "observer_kwargs": {},
+          "strategy": "group",
+          "symmetric": true,
+          "type": "int"
+        }
+      }
+    },
+    "format": "pack-quantized",
+    "global_compression_ratio": null,
+    "ignore": [
+      "model.layers.0.feed_forward.router",
+      "model.layers.0.feed_forward.shared_expert.gate_proj",
+      "model.layers.0.feed_forward.shared_expert.up_proj",
+      "model.layers.0.feed_forward.shared_expert.down_proj",
+      "model.layers.1.feed_forward.router",
+      "model.layers.1.feed_forward.shared_expert.gate_proj",
+      "model.layers.1.feed_forward.shared_expert.up_proj",
+      "model.layers.1.feed_forward.shared_expert.down_proj",
+      "model.layers.2.feed_forward.router",
+      "model.layers.2.feed_forward.shared_expert.gate_proj",
+      "model.layers.2.feed_forward.shared_expert.up_proj",
+      "model.layers.2.feed_forward.shared_expert.down_proj",
+      "model.layers.3.feed_forward.router",
+      "model.layers.3.feed_forward.shared_expert.gate_proj",
+      "model.layers.3.feed_forward.shared_expert.up_proj",
+      "model.layers.3.feed_forward.shared_expert.down_proj",
+      "model.layers.4.feed_forward.router",
+      "model.layers.4.feed_forward.shared_expert.gate_proj",
+      "model.layers.4.feed_forward.shared_expert.up_proj",
+      "model.layers.4.feed_forward.shared_expert.down_proj",
+      "model.layers.5.feed_forward.router",
+      "model.layers.5.feed_forward.shared_expert.gate_proj",
+      "model.layers.5.feed_forward.shared_expert.up_proj",
+      "model.layers.5.feed_forward.shared_expert.down_proj",
+      "model.layers.6.feed_forward.router",
+      "model.layers.6.feed_forward.shared_expert.gate_proj",
+      "model.layers.6.feed_forward.shared_expert.up_proj",
+      "model.layers.6.feed_forward.shared_expert.down_proj",
+      "model.layers.7.feed_forward.router",
+      "model.layers.7.feed_forward.shared_expert.gate_proj",
+      "model.layers.7.feed_forward.shared_expert.up_proj",
+      "model.layers.7.feed_forward.shared_expert.down_proj",
+      "model.layers.8.feed_forward.router",
+      "model.layers.8.feed_forward.shared_expert.gate_proj",
+      "model.layers.8.feed_forward.shared_expert.up_proj",
+      "model.layers.8.feed_forward.shared_expert.down_proj",
+      "model.layers.9.feed_forward.router",
+      "model.layers.9.feed_forward.shared_expert.gate_proj",
+      "model.layers.9.feed_forward.shared_expert.up_proj",
+      "model.layers.9.feed_forward.shared_expert.down_proj",
+      "model.layers.10.feed_forward.router",
+      "model.layers.10.feed_forward.shared_expert.gate_proj",
+      "model.layers.10.feed_forward.shared_expert.up_proj",
+      "model.layers.10.feed_forward.shared_expert.down_proj",
+      "model.layers.11.feed_forward.router",
+      "model.layers.11.feed_forward.shared_expert.gate_proj",
+      "model.layers.11.feed_forward.shared_expert.up_proj",
+      "model.layers.11.feed_forward.shared_expert.down_proj",
+      "model.layers.12.feed_forward.router",
+      "model.layers.12.feed_forward.shared_expert.gate_proj",
+      "model.layers.12.feed_forward.shared_expert.up_proj",
+      "model.layers.12.feed_forward.shared_expert.down_proj",
+      "model.layers.13.feed_forward.router",
+      "model.layers.13.feed_forward.shared_expert.gate_proj",
+      "model.layers.13.feed_forward.shared_expert.up_proj",
+      "model.layers.13.feed_forward.shared_expert.down_proj",
+      "model.layers.14.feed_forward.router",
+      "model.layers.14.feed_forward.shared_expert.gate_proj",
+      "model.layers.14.feed_forward.shared_expert.up_proj",
+      "model.layers.14.feed_forward.shared_expert.down_proj",
+      "model.layers.15.feed_forward.router",
+      "model.layers.15.feed_forward.shared_expert.gate_proj",
+      "model.layers.15.feed_forward.shared_expert.up_proj",
+      "model.layers.15.feed_forward.shared_expert.down_proj",
+      "model.layers.16.feed_forward.router",
+      "model.layers.16.feed_forward.shared_expert.gate_proj",
+      "model.layers.16.feed_forward.shared_expert.up_proj",
+      "model.layers.16.feed_forward.shared_expert.down_proj",
+      "model.layers.17.feed_forward.router",
+      "model.layers.17.feed_forward.shared_expert.gate_proj",
+      "model.layers.17.feed_forward.shared_expert.up_proj",
+      "model.layers.17.feed_forward.shared_expert.down_proj",
+      "model.layers.18.feed_forward.router",
+      "model.layers.18.feed_forward.shared_expert.gate_proj",
+      "model.layers.18.feed_forward.shared_expert.up_proj",
+      "model.layers.18.feed_forward.shared_expert.down_proj",
+      "model.layers.19.feed_forward.router",
+      "model.layers.19.feed_forward.shared_expert.gate_proj",
+      "model.layers.19.feed_forward.shared_expert.up_proj",
+      "model.layers.19.feed_forward.shared_expert.down_proj",
+      "model.layers.20.feed_forward.router",
+      "model.layers.20.feed_forward.shared_expert.gate_proj",
+      "model.layers.20.feed_forward.shared_expert.up_proj",
+      "model.layers.20.feed_forward.shared_expert.down_proj",
+      "model.layers.21.feed_forward.router",
+      "model.layers.21.feed_forward.shared_expert.gate_proj",
+      "model.layers.21.feed_forward.shared_expert.up_proj",
+      "model.layers.21.feed_forward.shared_expert.down_proj",
+      "model.layers.22.feed_forward.router",
+      "model.layers.22.feed_forward.shared_expert.gate_proj",
+      "model.layers.22.feed_forward.shared_expert.up_proj",
+      "model.layers.22.feed_forward.shared_expert.down_proj",
+      "model.layers.23.feed_forward.router",
+      "model.layers.23.feed_forward.shared_expert.gate_proj",
+      "model.layers.23.feed_forward.shared_expert.up_proj",
+      "model.layers.23.feed_forward.shared_expert.down_proj",
+      "model.layers.24.feed_forward.router",
+      "model.layers.24.feed_forward.shared_expert.gate_proj",
+      "model.layers.24.feed_forward.shared_expert.up_proj",
+      "model.layers.24.feed_forward.shared_expert.down_proj",
+      "model.layers.25.feed_forward.router",
+      "model.layers.25.feed_forward.shared_expert.gate_proj",
+      "model.layers.25.feed_forward.shared_expert.up_proj",
+      "model.layers.25.feed_forward.shared_expert.down_proj",
+      "model.layers.26.feed_forward.router",
+      "model.layers.26.feed_forward.shared_expert.gate_proj",
+      "model.layers.26.feed_forward.shared_expert.up_proj",
+      "model.layers.26.feed_forward.shared_expert.down_proj",
+      "model.layers.27.feed_forward.router",
+      "model.layers.27.feed_forward.shared_expert.gate_proj",
+      "model.layers.27.feed_forward.shared_expert.up_proj",
+      "model.layers.27.feed_forward.shared_expert.down_proj",
+      "model.layers.28.feed_forward.router",
+      "model.layers.28.feed_forward.shared_expert.gate_proj",
+      "model.layers.28.feed_forward.shared_expert.up_proj",
+      "model.layers.28.feed_forward.shared_expert.down_proj",
+      "model.layers.29.feed_forward.router",
+      "model.layers.29.feed_forward.shared_expert.gate_proj",
+      "model.layers.29.feed_forward.shared_expert.up_proj",
+      "model.layers.29.feed_forward.shared_expert.down_proj",
+      "model.layers.30.feed_forward.router",
+      "model.layers.30.feed_forward.shared_expert.gate_proj",
+      "model.layers.30.feed_forward.shared_expert.up_proj",
+      "model.layers.30.feed_forward.shared_expert.down_proj",
+      "model.layers.31.feed_forward.router",
+      "model.layers.31.feed_forward.shared_expert.gate_proj",
+      "model.layers.31.feed_forward.shared_expert.up_proj",
+      "model.layers.31.feed_forward.shared_expert.down_proj",
+      "model.layers.32.feed_forward.router",
+      "model.layers.32.feed_forward.shared_expert.gate_proj",
+      "model.layers.32.feed_forward.shared_expert.up_proj",
+      "model.layers.32.feed_forward.shared_expert.down_proj",
+      "model.layers.33.feed_forward.router",
+      "model.layers.33.feed_forward.shared_expert.gate_proj",
+      "model.layers.33.feed_forward.shared_expert.up_proj",
+      "model.layers.33.feed_forward.shared_expert.down_proj",
+      "model.layers.34.feed_forward.router",
+      "model.layers.34.feed_forward.shared_expert.gate_proj",
+      "model.layers.34.feed_forward.shared_expert.up_proj",
+      "model.layers.34.feed_forward.shared_expert.down_proj",
+      "model.layers.35.feed_forward.router",
+      "model.layers.35.feed_forward.shared_expert.gate_proj",
+      "model.layers.35.feed_forward.shared_expert.up_proj",
+      "model.layers.35.feed_forward.shared_expert.down_proj",
+      "model.layers.36.feed_forward.router",
+      "model.layers.36.feed_forward.shared_expert.gate_proj",
+      "model.layers.36.feed_forward.shared_expert.up_proj",
+      "model.layers.36.feed_forward.shared_expert.down_proj",
+      "model.layers.37.feed_forward.router",
+      "model.layers.37.feed_forward.shared_expert.gate_proj",
+      "model.layers.37.feed_forward.shared_expert.up_proj",
+      "model.layers.37.feed_forward.shared_expert.down_proj",
+      "model.layers.38.feed_forward.router",
+      "model.layers.38.feed_forward.shared_expert.gate_proj",
+      "model.layers.38.feed_forward.shared_expert.up_proj",
+      "model.layers.38.feed_forward.shared_expert.down_proj",
+      "model.layers.39.feed_forward.router",
+      "model.layers.39.feed_forward.shared_expert.gate_proj",
+      "model.layers.39.feed_forward.shared_expert.up_proj",
+      "model.layers.39.feed_forward.shared_expert.down_proj",
+      "model.layers.40.feed_forward.router",
+      "model.layers.40.feed_forward.shared_expert.gate_proj",
+      "model.layers.40.feed_forward.shared_expert.up_proj",
+      "model.layers.40.feed_forward.shared_expert.down_proj",
+      "model.layers.41.feed_forward.router",
+      "model.layers.41.feed_forward.shared_expert.gate_proj",
+      "model.layers.41.feed_forward.shared_expert.up_proj",
+      "model.layers.41.feed_forward.shared_expert.down_proj",
+      "model.layers.42.feed_forward.router",
+      "model.layers.42.feed_forward.shared_expert.gate_proj",
+      "model.layers.42.feed_forward.shared_expert.up_proj",
+      "model.layers.42.feed_forward.shared_expert.down_proj",
+      "model.layers.43.feed_forward.router",
+      "model.layers.43.feed_forward.shared_expert.gate_proj",
+      "model.layers.43.feed_forward.shared_expert.up_proj",
+      "model.layers.43.feed_forward.shared_expert.down_proj",
+      "model.layers.44.feed_forward.router",
+      "model.layers.44.feed_forward.shared_expert.gate_proj",
+      "model.layers.44.feed_forward.shared_expert.up_proj",
+      "model.layers.44.feed_forward.shared_expert.down_proj",
+      "model.layers.45.feed_forward.router",
+      "model.layers.45.feed_forward.shared_expert.gate_proj",
+      "model.layers.45.feed_forward.shared_expert.up_proj",
+      "model.layers.45.feed_forward.shared_expert.down_proj",
+      "model.layers.46.feed_forward.router",
+      "model.layers.46.feed_forward.shared_expert.gate_proj",
+      "model.layers.46.feed_forward.shared_expert.up_proj",
+      "model.layers.46.feed_forward.shared_expert.down_proj",
+      "model.layers.47.feed_forward.router",
+      "model.layers.47.feed_forward.shared_expert.gate_proj",
+      "model.layers.47.feed_forward.shared_expert.up_proj",
+      "model.layers.47.feed_forward.shared_expert.down_proj",
+      "lm_head"
+    ],
+    "kv_cache_scheme": null,
+    "quant_method": "compressed-tensors",
+    "quantization_status": "compressed"
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 16.0,
+    "high_freq_factor": 1.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000.0,
+  "router_aux_loss_coef": 0.001,
+  "router_jitter_noise": 0.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.51.3",
+  "use_cache": true,
+  "use_qk_norm": true,
+  "vocab_size": 202048
+}
\ No newline at end of file
diff --git a/generation_config.json b/generation_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c8f3bfc579c32c8b900dba95665625b0647b675
--- /dev/null
+++ b/generation_config.json
@@ -0,0 +1,13 @@
+{
+  "bos_token_id": 200000,
+  "do_sample": true,
+  "eos_token_id": [
+    200001,
+    200007,
+    200008
+  ],
+  "pad_token_id": 200018,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.51.3"
+}
diff --git a/model-00001-of-00049.safetensors b/model-00001-of-00049.safetensors
new file mode 100644
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index 0000000000000000000000000000000000000000..4eef772357a282205fface45491471dc35ad030d
--- /dev/null
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+      targets: [Linear]
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+    "201082": {
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+      "rstrip": false,
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+    },
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+      "rstrip": false,
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+      "single_word": false,
+      "special": true
+    },
+    "201110": {
+      "content": "<|vision_reserved_special_token_1024|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "special": true
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "special": true
+    },
+    "201114": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201115": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201116": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201117": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201118": {
+      "content": "<|vision_reserved_special_token_1032|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201119": {
+      "content": "<|vision_reserved_special_token_1033|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201120": {
+      "content": "<|vision_reserved_special_token_1034|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201121": {
+      "content": "<|vision_reserved_special_token_1035|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201122": {
+      "content": "<|vision_reserved_special_token_1036|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201123": {
+      "content": "<|vision_reserved_special_token_1037|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201124": {
+      "content": "<|vision_reserved_special_token_1038|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201125": {
+      "content": "<|vision_reserved_special_token_1039|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201126": {
+      "content": "<|vision_reserved_special_token_1040|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201127": {
+      "content": "<|vision_reserved_special_token_1041|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201128": {
+      "content": "<|vision_reserved_special_token_1042|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201129": {
+      "content": "<|vision_reserved_special_token_1043|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201130": {
+      "content": "<|vision_reserved_special_token_1044|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201131": {
+      "content": "<|vision_reserved_special_token_1045|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201132": {
+      "content": "<|vision_reserved_special_token_1046|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201133": {
+      "content": "<|vision_reserved_special_token_1047|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "201134": {
+      "content": "<|finetune_right_pad_id|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|begin_of_text|>",
+  "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",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|eot|>",
+  "extra_special_tokens": {},
+  "model_input_names": [
+    "input_ids",
+    "attention_mask"
+  ],
+  "model_max_length": 262144,
+  "pad_token": "<|finetune_right_pad|>",
+  "processor_class": "Llama4Processor",
+  "tokenizer_class": "PreTrainedTokenizer"
+}