From bff979d6706f0fe9419390561a4bb843f3b46e10 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Mon, 6 Jul 2026 12:33:13 +0800
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Model: mlx-community/Apertus-8B-Instruct-2509-bf16
Source: Original Platform
---
 .gitattributes                   |   49 +
 README.md                        |   61 +
 config.json                      |   38 +
 configuration.json               |    1 +
 generation_config.json           |    6 +
 model-00001-of-00004.safetensors |    3 +
 model-00002-of-00004.safetensors |    3 +
 model-00003-of-00004.safetensors |    3 +
 model-00004-of-00004.safetensors |    3 +
 model.safetensors.index.json     |  459 ++
 special_tokens_map.json          |   30 +
 tokenizer.json                   |    3 +
 tokenizer_config.json            | 8021 ++++++++++++++++++++++++++++++
 13 files changed, 8680 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 config.json
 create mode 100644 configuration.json
 create mode 100644 generation_config.json
 create mode 100644 model-00001-of-00004.safetensors
 create mode 100644 model-00002-of-00004.safetensors
 create mode 100644 model-00003-of-00004.safetensors
 create mode 100644 model-00004-of-00004.safetensors
 create mode 100644 model.safetensors.index.json
 create mode 100644 special_tokens_map.json
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer_config.json

diff --git a/.gitattributes b/.gitattributes
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..dc3b920
--- /dev/null
+++ b/README.md
@@ -0,0 +1,61 @@
+---
+license: apache-2.0
+base_model: swiss-ai/Apertus-8B-Instruct-2509
+pipeline_tag: text-generation
+library_name: mlx
+tags:
+- multilingual
+- compliant
+- swiss-ai
+- apertus
+- mlx
+extra_gated_prompt: "### Apertus LLM Acceptable Use Policy  \n(1.0 | September 1,\
+  \ 2025)\n\"Agreement\" The Swiss National AI Institute (SNAI) is a partnership between\
+  \ the two Swiss Federal Institutes of Technology, ETH Zurich and EPFL. \n\nBy using\
+  \ the Apertus LLM you agree to indemnify, defend, and hold harmless ETH Zurich and\
+  \ EPFL against any third-party claims arising from your use of Apertus LLM. \n\n\
+  The training data and the Apertus LLM may contain or generate information that directly\
+  \ or indirectly refers to an identifiable individual (Personal Data). You process\
+  \ Personal Data as independent controller in accordance with applicable data protection\
+  \ law. SNAI will regularly provide a file with hash values for download which you\
+  \ can apply as an output filter to your use of our Apertus LLM. The file reflects\
+  \ data protection deletion requests which have been addressed to SNAI as the developer\
+  \ of the Apertus LLM. It allows you to remove Personal Data contained in the model\
+  \ output. We strongly advise downloading and applying this output filter from SNAI\
+  \ every six months following the release of the model.  "
+extra_gated_fields:
+  Your Name: text
+  Country: country
+  Affiliation: text
+  geo: ip_location
+  By clicking Submit below I accept the terms of use: checkbox
+extra_gated_button_content: Submit
+---
+
+# mlx-community/Apertus-8B-Instruct-2509-bf16
+
+This model [mlx-community/Apertus-8B-Instruct-2509-bf16](https://huggingface.co/mlx-community/Apertus-8B-Instruct-2509-bf16) was
+converted to MLX format from [swiss-ai/Apertus-8B-Instruct-2509](https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509)
+using mlx-lm version **0.27.0**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/Apertus-8B-Instruct-2509-bf16")
+
+prompt = "hello"
+
+if tokenizer.chat_template is not None:
+    messages = [{"role": "user", "content": prompt}]
+    prompt = tokenizer.apply_chat_template(
+        messages, add_generation_prompt=True
+    )
+
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..d2802c3
--- /dev/null
+++ b/config.json
@@ -0,0 +1,38 @@
+{
+    "architectures": [
+        "ApertusForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "dtype": "bfloat16",
+    "eos_token_id": 68,
+    "hidden_act": "xielu",
+    "hidden_dropout": 0.0,
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 21504,
+    "max_position_embeddings": 65536,
+    "mlp_bias": false,
+    "model_type": "apertus",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "pad_token_id": 3,
+    "post_norm": false,
+    "qk_norm": true,
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": {
+        "factor": 8.0,
+        "high_freq_factor": 4.0,
+        "low_freq_factor": 1.0,
+        "original_max_position_embeddings": 8192,
+        "rope_type": "llama3",
+        "type": "llama3"
+    },
+    "rope_theta": 12000000,
+    "tie_word_embeddings": false,
+    "transformers_version": "4.56.0.dev0",
+    "use_cache": false,
+    "vocab_size": 131072
+}
\ No newline at end of file
diff --git a/configuration.json b/configuration.json
new file mode 100644
index 0000000..bbeeda1
--- /dev/null
+++ b/configuration.json
@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
\ No newline at end of file
diff --git a/generation_config.json b/generation_config.json
new file mode 100644
index 0000000..fd245b1
--- /dev/null
+++ b/generation_config.json
@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": [2, 68, 72],
+  "transformers_version": "4.54.0.dev0"
+}
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "normalized": false,
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+      "special": true
+    },
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+      "special": true
+    },
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+      "normalized": false,
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+      "single_word": false,
+      "special": true
+    },
+    "911": {
+      "content": "<SPECIAL_911>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "912": {
+      "content": "<SPECIAL_912>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "913": {
+      "content": "<SPECIAL_913>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "914": {
+      "content": "<SPECIAL_914>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "915": {
+      "content": "<SPECIAL_915>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "916": {
+      "content": "<SPECIAL_916>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "917": {
+      "content": "<SPECIAL_917>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "918": {
+      "content": "<SPECIAL_918>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "919": {
+      "content": "<SPECIAL_919>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "920": {
+      "content": "<SPECIAL_920>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "921": {
+      "content": "<SPECIAL_921>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "922": {
+      "content": "<SPECIAL_922>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "923": {
+      "content": "<SPECIAL_923>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "924": {
+      "content": "<SPECIAL_924>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "925": {
+      "content": "<SPECIAL_925>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "926": {
+      "content": "<SPECIAL_926>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "927": {
+      "content": "<SPECIAL_927>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "928": {
+      "content": "<SPECIAL_928>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "929": {
+      "content": "<SPECIAL_929>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "930": {
+      "content": "<SPECIAL_930>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "931": {
+      "content": "<SPECIAL_931>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "932": {
+      "content": "<SPECIAL_932>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "933": {
+      "content": "<SPECIAL_933>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "934": {
+      "content": "<SPECIAL_934>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "935": {
+      "content": "<SPECIAL_935>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "936": {
+      "content": "<SPECIAL_936>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "937": {
+      "content": "<SPECIAL_937>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "938": {
+      "content": "<SPECIAL_938>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "939": {
+      "content": "<SPECIAL_939>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "940": {
+      "content": "<SPECIAL_940>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "941": {
+      "content": "<SPECIAL_941>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "942": {
+      "content": "<SPECIAL_942>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "943": {
+      "content": "<SPECIAL_943>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "944": {
+      "content": "<SPECIAL_944>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "945": {
+      "content": "<SPECIAL_945>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "946": {
+      "content": "<SPECIAL_946>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "947": {
+      "content": "<SPECIAL_947>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "948": {
+      "content": "<SPECIAL_948>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "949": {
+      "content": "<SPECIAL_949>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "950": {
+      "content": "<SPECIAL_950>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "951": {
+      "content": "<SPECIAL_951>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "952": {
+      "content": "<SPECIAL_952>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "953": {
+      "content": "<SPECIAL_953>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "954": {
+      "content": "<SPECIAL_954>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "955": {
+      "content": "<SPECIAL_955>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "956": {
+      "content": "<SPECIAL_956>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "957": {
+      "content": "<SPECIAL_957>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "958": {
+      "content": "<SPECIAL_958>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "959": {
+      "content": "<SPECIAL_959>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "960": {
+      "content": "<SPECIAL_960>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "961": {
+      "content": "<SPECIAL_961>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "962": {
+      "content": "<SPECIAL_962>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "963": {
+      "content": "<SPECIAL_963>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "964": {
+      "content": "<SPECIAL_964>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "965": {
+      "content": "<SPECIAL_965>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "966": {
+      "content": "<SPECIAL_966>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "967": {
+      "content": "<SPECIAL_967>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "968": {
+      "content": "<SPECIAL_968>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "969": {
+      "content": "<SPECIAL_969>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "970": {
+      "content": "<SPECIAL_970>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "971": {
+      "content": "<SPECIAL_971>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "972": {
+      "content": "<SPECIAL_972>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "973": {
+      "content": "<SPECIAL_973>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "974": {
+      "content": "<SPECIAL_974>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "975": {
+      "content": "<SPECIAL_975>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "976": {
+      "content": "<SPECIAL_976>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "977": {
+      "content": "<SPECIAL_977>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "978": {
+      "content": "<SPECIAL_978>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "979": {
+      "content": "<SPECIAL_979>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "980": {
+      "content": "<SPECIAL_980>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "981": {
+      "content": "<SPECIAL_981>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "982": {
+      "content": "<SPECIAL_982>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "983": {
+      "content": "<SPECIAL_983>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "984": {
+      "content": "<SPECIAL_984>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "985": {
+      "content": "<SPECIAL_985>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "986": {
+      "content": "<SPECIAL_986>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "987": {
+      "content": "<SPECIAL_987>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "988": {
+      "content": "<SPECIAL_988>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "989": {
+      "content": "<SPECIAL_989>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "990": {
+      "content": "<SPECIAL_990>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "991": {
+      "content": "<SPECIAL_991>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "992": {
+      "content": "<SPECIAL_992>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "993": {
+      "content": "<SPECIAL_993>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "994": {
+      "content": "<SPECIAL_994>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "995": {
+      "content": "<SPECIAL_995>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "996": {
+      "content": "<SPECIAL_996>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "997": {
+      "content": "<SPECIAL_997>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "998": {
+      "content": "<SPECIAL_998>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "999": {
+      "content": "<SPECIAL_999>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "131072": {
+      "content": "<SPECIAL_10>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "chat_template": "{%- macro render_typescript_type(param_spec, required_params, is_nullable=false) -%}\n    {%- if param_spec.type == \"array\" -%}\n        {%- if param_spec['items'] -%}\n            {%- if param_spec['items']['type'] == \"string\" -%}\n                {{- \"string[]\" }}\n            {%- elif param_spec['items']['type'] == \"number\" -%}\n                {{- \"number[]\" }}\n            {%- elif param_spec['items']['type'] == \"integer\" -%}\n                {{- \"number[]\" }}\n            {%- elif param_spec['items']['type'] == \"boolean\" -%}\n                {{- \"boolean[]\" }}\n            {%- else -%}\n                {%- set inner_type = render_typescript_type(param_spec['items'], required_params) -%}\n                {%- if inner_type == \"object | object\" or inner_type|length > 50 -%}\n                    {{- \"any[]\" }}\n                {%- else -%}\n                    {{- inner_type + \"[]\" }}\n                {%- endif -%}\n            {%- endif -%}\n            {%- if param_spec.nullable -%}\n                {{- \" | null\" }}\n            {%- endif -%}\n        {%- else -%}\n            {{- \"any[]\" }}\n            {%- if param_spec.nullable -%}\n                {{- \" | null\" }}\n            {%- endif -%}\n        {%- endif -%}\n    {%- elif param_spec.type is defined and param_spec.type is iterable and param_spec.type is not string and param_spec.type is not mapping and param_spec.type[0] is defined -%}\n        {#- Handle array of types like [\"object\", \"object\"] from Union[dict, list] #}\n        {%- if param_spec.type | length > 1 -%}\n            {{- param_spec.type | join(\" | \") }}\n        {%- else -%}\n            {{- param_spec.type[0] }}\n        {%- endif -%}\n    {%- elif param_spec.oneOf -%}\n        {#- Handle oneOf schemas - check for complex unions and fallback to any #}\n        {%- set has_object_variants = false -%}\n        {%- for variant in param_spec.oneOf -%}\n            {%- if variant.type == \"object\" -%}\n                {%- set has_object_variants = true -%}\n            {%- endif -%}\n        {%- endfor -%}\n        {%- if has_object_variants and param_spec.oneOf|length > 1 -%}\n            {{- \"any\" }}\n        {%- else -%}\n            {%- for variant in param_spec.oneOf -%}\n                {{- render_typescript_type(variant, required_params) -}}\n                {%- if variant.description %}\n                    {{- \"// \" + variant.description }}\n                {%- endif -%}\n                {%- if variant.default is defined %}\n                    {{ \"// default: \" + variant.default|tojson }}\n                {%- endif -%}\n                {%- if not loop.last %}\n                    {{- \" | \" }}\n                {% endif -%}\n            {%- endfor -%}\n        {%- endif -%}\n    {%- elif param_spec.type == \"string\" -%}\n        {%- if param_spec.enum -%}\n            {{- '\"' + param_spec.enum|join('\" | \"') + '\"' -}}\n        {%- else -%}\n            {{- \"string\" }}\n            {%- if param_spec.nullable %}\n                {{- \" | null\" }}\n            {%- endif -%}\n        {%- endif -%}\n    {%- elif param_spec.type == \"number\" -%}\n        {{- \"number\" }}\n    {%- elif param_spec.type == \"integer\" -%}\n        {{- \"number\" }}\n    {%- elif param_spec.type == \"boolean\" -%}\n        {{- \"boolean\" }}\n    {%- elif param_spec.type == \"object\" -%}\n        {%- if param_spec.properties -%}\n            {{- \"{\\n\" }}\n            {%- for prop_name, prop_spec in param_spec.properties.items() -%}\n                {{- prop_name -}}\n                {%- if prop_name not in (param_spec.required or []) -%}\n                    {{- \"?\" }}\n                {%- endif -%}\n                {{- \": \" }}\n                {{ render_typescript_type(prop_spec, param_spec.required or []) }}\n                {%- if not loop.last -%}\n                    {{-\", \" }}\n                {%- endif -%}\n            {%- endfor -%}\n            {{- \"}\" }}\n        {%- else -%}\n            {{- \"object\" }}\n        {%- endif -%}\n    {%- else -%}\n        {{- \"any\" }}\n    {%- endif -%}\n{%- endmacro -%}\n\n{%- macro render_tools(tools) -%}\n    {%- for tool in tools %}\n        {{- \"// \" + tool.description + \"\\n\" }}\n        {{- \"type \"+ tool.name + \" = \" }}\n        {%- if tool.parameters and tool.parameters.properties %}\n            {{- \"(_: {\\n\" }}\n            {%- for param_name, param_spec in tool.parameters.properties.items() %}\n                {%- if param_spec.description %}\n                    {{- \"// \" + param_spec.description + \"\\n\" }}\n                {%- endif %}\n                {{- param_name }}\n                {%- if param_name not in (tool.parameters.required or []) -%}\n                    {{- \"?\" }}\n                {%- endif -%}\n                {{- \": \" }}\n                {{- render_typescript_type(param_spec, tool.parameters.required or []) }}\n                {%- if param_spec.default is defined -%}\n                    {%- if param_spec.enum %}\n                        {{- \", // default: \" + param_spec.default }}\n                    {%- elif param_spec.oneOf %}\n                        {{- \"// default: \" + param_spec.default }}\n                    {%- else %}\n                        {{- \", // default: \" + param_spec.default|tojson }}\n                    {%- endif -%}\n                {%- endif -%}\n                {%- if not loop.last %}\n                    {{- \",\\n\" }}\n                {%- else %}\n                    {{- \"\\n\" }}\n                {%- endif -%}\n            {%- endfor %}\n            {{- \"}) => any;\" }}\n        {%- else -%}\n            {{- \"() => any;\" }}\n        {%- endif -%}\n        {%- if not loop.last -%}\n            {{- \"\\n\" }}\n        {%- endif -%}\n    {%- endfor %}\n{%- endmacro -%}\n\n{{ bos_token }}\n\n{%- set system_token = '<|system_start|>' -%}\n{%- set end_system_token = '<|system_end|>' -%}\n{%- set developer_token = '<|developer_start|>' -%}\n{%- set end_developer_token = '<|developer_end|>' -%}\n{%- set user_token = '<|user_start|>' -%}\n{%- set end_user_token = '<|user_end|>' -%}\n{%- set assistant_token = '<|assistant_start|>' -%}\n{%- set end_assistant_token = '<|assistant_end|>' -%}\n{%- set inner_token = '<|inner_prefix|>' -%}\n{%- set outer_token = '<|inner_suffix|>' -%}\n{%- set tool_calls_token = '<|tools_prefix|>' -%}\n{%- set end_tool_calls_token = '<|tools_suffix|>' -%}\n\n{%- set ns = namespace(in_assistant=false, in_tool=false, in_inner=false, assistant_format=none) -%}\n\n{%- if messages and messages[0].role == 'system' -%}\n    {%- if \"content\" in messages[0] -%}\n        {%- if messages[0].content is string -%}\n            {{ system_token + messages[0].content + end_system_token }}\n        {%- elif messages[0].content is mapping and \"text\" in messages[0].content -%}\n            {{ system_token + messages[0].content.text + end_system_token }}\n        {%- else -%}\n            {{- raise_exception(\"Invalid system message\") -}}\n        {%- endif -%}\n    {%- else -%}\n        {{- raise_exception(\"Invalid system message\") -}}\n    {%- endif -%}\n    {%- set loop_messages = messages[1:] -%}\n{%- else -%}\n    {{ system_token + 'You are Apertus, a helpful assistant created by the SwissAI initiative.\\nKnowledge cutoff: 2024-04\\nCurrent date: ' + strftime_now('%Y-%m-%d') + end_system_token }}\n    {%- set loop_messages = messages -%}\n{%- endif -%}\n\n{{ developer_token + 'Deliberation: ' }}\n{%- if enable_thinking is defined and enable_thinking -%}\n    {{ 'enabled\\n' }}\n{%- else -%}\n    {{ 'disabled\\n' }}\n{%- endif -%}\n{%- if tools is defined and tools -%}\n    {{ 'Tool Capabilities:\\n' + render_tools(tools) }}\n{%- else -%}\n    {{ 'Tool Capabilities: disabled' }}\n{%- endif -%}\n{{ end_developer_token }}\n\n{%- for message in loop_messages -%}\n    {%- if message.role == 'user' -%}\n        {%- set ns.in_inner = false -%}\n        {%- if ns.in_tool -%}\n            {{ ']' }}\n            {%- set ns.in_tool = false -%}\n        {%- endif -%}\n        {%- if ns.in_assistant -%}\n            {{ end_assistant_token }}\n            {%- set ns.in_assistant = false -%}\n        {%- endif -%}\n        {%- if \"content\" in message -%}\n            {{ user_token }}\n            {%- if message.content is string -%}\n                {{ message.content }}\n            {%- elif message.content is mapping and \"parts\" in message.content -%}\n                {%- set parts = message.content.parts -%}\n                {%- for part in parts -%}\n                    {%- if part.type == \"text\" -%}\n                        {{ part.text }}\n                    {%- else -%}\n                        {{- raise_exception(\"Invalid user part: \" + part.type) -}}\n                    {%- endif -%}\n                {%- endfor -%}\n            {%- else -%}\n                {{- raise_exception(\"Invalid user message: \" + message.role) -}}\n            {%- endif -%}\n            {{ end_user_token }}\n        {%- endif -%}\n    {%- elif message.role == 'assistant' -%}\n        {%- if not ns.in_assistant -%}\n            {{ assistant_token }}\n            {%- set ns.in_assistant = true -%}\n        {%- endif -%}\n        {%- if \"content\" in message -%}\n            {%- if message.content is string and (ns.assistant_format is none or ns.assistant_format == \"string\") -%}\n                {%- if ns.in_tool -%}\n                    {{ ']' }}\n                    {%- set ns.in_tool = false -%}\n                {%- endif -%}\n                {%- set ns.assistant_format = \"string\" -%}\n                {{ message.content }}\n            {%- elif message.content is mapping and \"blocks\" in message.content and (ns.assistant_format is none or ns.assistant_format == \"mapping\") -%}\n                {%- set ns.assistant_format = \"mapping\" -%}\n                {%- set blocks = message.content.blocks -%}\n                {%- for block in blocks -%}\n                    {%- if block.type == 'thoughts' -%}\n                        {%- if ns.in_tool -%}\n                            {{ ']' }}\n                            {%- set ns.in_tool = false -%}\n                        {%- endif -%}\n                        {%- if not ns.in_inner -%}\n                            {%- set ns.in_inner = true -%}\n                            {{ inner_token }}\n                        {%- endif -%}\n                        {{ block.text }}\n                    {%- elif block.type == 'tool_calls' -%}\n                        {%- if ns.in_tool -%}\n                            {{ ']' }}\n                            {%- set ns.in_tool = false -%}\n                        {%- endif -%}\n                        {%- if ns.in_inner and not loop.first and block.calls|length == 1 and block.calls[0].name == 'display_answers' -%}\n                            {%- set ns.in_inner = false -%}\n                            {{ outer_token }}\n                        {%- endif -%}\n                        {{ tool_calls_token + '[' }}\n                        {%- for tool_call in block.calls -%}\n                            {{- '{\"' + tool_call.name + '\": ' + tool_call.arguments + '}' }}\n                            {%- if not loop.last -%}\n                                {{- \", \" }}\n                            {%- endif -%}\n                        {%- endfor -%}\n                        {{ ']' + end_tool_calls_token }}\n                    {%- elif block.type == 'tool_outputs' -%}\n                        {%- if ns.in_tool -%}\n                            {{- raise_exception(\"Cannot have both tool outputs as separate messages and tool outputs as blocks\") -}}\n                        {%- endif -%}\n                        {{ '[' }}\n                        {%- for tool_output in block.outputs -%}\n                            {{- tool_output.output }}\n                            {%- if not loop.last -%}\n                                {{- \", \" }}\n                            {%- endif -%}\n                        {%- endfor -%}\n                        {{- ']' }}\n                    {%- elif block.type == 'response' -%}\n                        {%- if ns.in_tool -%}\n                            {{ ']' }}\n                            {%- set ns.in_tool = false -%}\n                        {%- endif -%}\n                        {%- if (not loop.first and ns.in_inner) or (ns.in_assistant and ns.in_inner) -%}\n                            {%- set ns.in_inner = false -%}\n                            {{ outer_token }}\n                        {%- endif -%}\n                        {{ block.text }}\n                    {%- else -%}\n                        {{- raise_exception(\"Invalid assistant block type: \" + block.type) -}}\n                    {%- endif -%}\n                {%- endfor -%}\n            {%- else -%}\n                {{- raise_exception(\"Invalid assistant content\") -}}\n            {%- endif -%}\n        {%- else -%}\n            {{- raise_exception(\"Invalid assistant message\") -}}\n        {%- endif -%}\n        {%- if \"tool_calls\" in message and message.tool_calls -%}\n            {{ tool_calls_token + '[' }}\n            {%- for tool_call in message.tool_calls -%}\n                {%- if tool_call.type == 'function' -%}\n                    {%- set function = tool_call.function -%}\n                    {{- '{\"' + function.name + '\": ' + function.arguments + '}' }}\n                    {%- if not loop.last -%}\n                        {{- \", \" }}\n                    {%- endif -%}\n                {%- else -%}\n                    {{- raise_exception(\"Invalid tool call type: \" + tool_call.type) -}}\n                {%- endif -%}\n            {%- endfor -%}\n            {{ ']' + end_tool_calls_token }}\n        {%- endif -%}\n    {%- elif message.role == 'tool' -%}\n        {%- if not ns.in_assistant -%}\n            {{- raise_exception(\"Tool message outside of assistant\") -}}\n        {%- endif -%}\n        {%- if not ns.in_tool -%}\n            {{ '[' }}\n            {%- set ns.in_tool = true -%}\n        {%- else -%}\n            {{ \", \"}}\n        {%- endif -%}\n        {{ message.content }}\n    {%- else -%}\n        {{- raise_exception(\"Invalid message role\") -}}\n    {%- endif -%}\n{%- endfor -%}\n{%- if ns.in_tool -%}\n    {{ ']' }}\n{%- endif -%}\n{%- if add_generation_prompt -%}\n    {{ assistant_token }}\n{%- endif -%}\n",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|assistant_end|>",
+  "extra_special_tokens": {},
+  "model_input_names": [
+    "input_ids",
+    "attention_mask"
+  ],
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "padding_side": "left",
+  "tokenizer_class": "PreTrainedTokenizer",
+  "unk_token": "<unk>"
+}