Duplicate from Aleph-Alpha/Kolibri-1

Co-authored-by: Aleph Alpha Engineering <aleph-alpha-engineering@users.noreply.huggingface.co>

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LICENSE

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config.json

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+{
+  "architectures": [
+    "Kolibri1ForCausalLM"
+  ],
+  "model_type": "kolibri1",
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+  "num_hidden_layers": 50,
+  "num_attention_heads": 48,
+  "num_key_value_heads": 4,
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+  "rms_norm_eps": 1e-06,
+  "vocab_size": 128000,
+  "rope_theta": 10000.0,
+  "num_experts": 384,
+  "num_experts_per_tok": 6,
+  "moe_intermediate_size": 512,
+  "shared_expert_intermediate_size": 512,
+  "norm_topk_prob": false,
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "tie_word_embeddings": false,
+  "use_cache": true,
+  "use_sliding_window": true,
+  "sliding_window": 513,
+  "layer_types": [
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+    "sliding_attention",
+    "sliding_attention",
+    "full_attention",
+    "sliding_attention",
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+  "dtype": "bfloat16",
+  "head_dtype": "float32",
+  "quantization_config": {
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+    "activation_scheme": "dynamic",
+    "weight_block_size": [
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+      128
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+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "127901": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "127904": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "127906": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+    },
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+      "lstrip": false,
+      "normalized": false,
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+      "special": false
+    },
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+      "normalized": false,
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+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "special": false
+    },
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+      "normalized": false,
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+      "single_word": false,
+      "special": false
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "bos_token": null,
+  "chat_template": "{%- set _sv_reasoning_effort = reasoning_effort | default(none) -%}\n{%- set _sv_thinking_disabled = false -%}\n{%- if _sv_reasoning_effort is not none -%}\n    {%- set _sv_thinking_disabled = _sv_reasoning_effort == 'none' -%}\n{%- elif enable_thinking is defined and enable_thinking is false -%}\n    {%- set _sv_thinking_disabled = true -%}\n{%- endif -%}\n{%- set _sv_no_reasoning_sentence = \"Reasoning is disabled. Proceed straight to answering according to the user's instructions.\" -%}\n{%- set _sv_low_reasoning_sentence = \"Reasoning effort is set to low. Think briefly through only the essential steps in the user's language, then proceed directly to the answer.\" -%}\n{%- set _sv_medium_reasoning_sentence = \"Reasoning effort is set to medium. Think through the task methodically in the user's language, check key assumptions, and provide a well-supported answer.\" -%}\n{%- set _sv_high_reasoning_sentence = \"Reasoning effort is set to high. Think carefully through the task in the user's language, validate key assumptions, consider plausible alternatives, and prioritize correctness and clarity.\" -%}\n{%- set _sv_reasoning_sentence = _sv_high_reasoning_sentence -%}\n{%- if _sv_thinking_disabled -%}\n    {%- set _sv_reasoning_sentence = _sv_no_reasoning_sentence -%}\n{%- elif _sv_reasoning_effort in ['minimal', 'low'] -%}\n    {%- set _sv_reasoning_sentence = _sv_low_reasoning_sentence -%}\n{%- elif _sv_reasoning_effort == 'medium' -%}\n    {%- set _sv_reasoning_sentence = _sv_medium_reasoning_sentence -%}\n{%- elif _sv_reasoning_effort in ['high', 'xhigh', 'max'] or _sv_reasoning_effort is none -%}\n    {%- set _sv_reasoning_sentence = _sv_high_reasoning_sentence -%}\n{%- endif -%}\n{%- set _sv_has_system = messages | length > 0 and messages[0].role == 'system' -%}\n{%- if tools or _sv_reasoning_sentence is not none or _sv_has_system %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if _sv_has_system %}\n        {{- messages[0].content }}\n    {%- endif %}\n    {%- if _sv_reasoning_sentence is not none %}\n        {%- if _sv_has_system %}{{- '\\n\\n' }}{%- endif %}\n        {{- '# Reasoning effort\\n\\n' + _sv_reasoning_sentence }}\n    {%- endif %}\n    {%- if tools %}\n        {%- if _sv_has_system or _sv_reasoning_sentence is not none %}{{- '\\n\\n' }}{%- endif %}\n        {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n        {%- for tool in tools %}\n            {{- \"\\n\" }}\n            {{- tool | tojson }}\n        {%- endfor %}\n        {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call>\" }}\n    {%- endif %}\n    {{- '<|im_end|>\\n' }}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set content = message.content if message.content is string else '' %}\n        {%- set reasoning = none %}\n        {%- if message.reasoning is defined and message.reasoning is not none %}\n            {%- set reasoning = message.reasoning %}\n        {%- elif message.reasoning_content is defined and message.reasoning_content is not none %}\n            {#- Deprecated vLLM compatibility. Prefer the `reasoning` field. -#}\n            {%- set reasoning = message.reasoning_content %}\n        {%- elif content is string and '</think>' in content %}\n            {%- set reasoning = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n            {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n        {%- endif %}\n        {{- '<|im_start|>' + message.role + '\\n' }}\n        {%- if (loop.index0 > ns.last_query_index) or (preserve_thinking is defined and preserve_thinking is true) %}\n            {{- '<think>\\n' }}\n            {%- if reasoning is not none and reasoning | trim %}\n                {{- reasoning.strip('\\n') }}\n            {%- endif %}\n            {{- '\\n</think>\\n\\n' }}\n        {%- endif %}\n        {{- content.lstrip('\\n') }}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if _sv_thinking_disabled %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "model_max_length": 262144,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "PreTrainedTokenizerFast",
+  "unk_token": null
+}