From 4b6b4b95b3057bb397c9c5f3efbca504e10cb690 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Sun, 9 Aug 2026 21:31:12 +0800
Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?=
 =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?=
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Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Model: shisa-ai/Mistral-Nemo-Japanese-Instruct-2408-GPTQ-W4A16-gs32-noact
Source: Original Platform
---
 .gitattributes          |   49 +
 README.md               |   12 +
 config.json             |   50 +
 configuration.json      |    1 +
 model.safetensors       |    3 +
 quant_log.csv           |  281 ++
 quantize_config.json    |   21 +
 special_tokens_map.json |   24 +
 tokenizer.json          |    3 +
 tokenizer_config.json   | 8032 +++++++++++++++++++++++++++++++++++++++
 10 files changed, 8476 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 config.json
 create mode 100644 configuration.json
 create mode 100644 model.safetensors
 create mode 100644 quant_log.csv
 create mode 100644 quantize_config.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..cd6746c
--- /dev/null
+++ b/README.md
@@ -0,0 +1,12 @@
+---
+license: apache-2.0
+language:
+- ja
+- en
+base_model:
+- cyberagent/Mistral-Nemo-Japanese-Instruct-2408
+tags:
+- gptq
+---
+
+W4A16 gs32 no act order (desc_act=false) GPTQ quant of [cyberagent/Mistral-Nemo-Japanese-Instruct-2408](https://huggingface.co/cyberagent/Mistral-Nemo-Japanese-Instruct-2408) w/ [GPTQModel](https://github.com/ModelCloud/GPTQModel) 1.7.2 using [augmxnt/ultra-orca-boros-en-ja-v1](https://huggingface.co/datasets/augmxnt/ultra-orca-boros-en-ja-v1) as calibration set
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..5449ab9
--- /dev/null
+++ b/config.json
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+{
+  "_attn_implementation_autoset": true,
+  "_name_or_path": "/fsx/ubuntu/.cache/huggingface/hub/models--cyberagent--Mistral-Nemo-Japanese-Instruct-2408/snapshots/8591f78522a5d651209fc9f354c848508db7a3eb",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 131072,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "pad_token_id": 10,
+  "quantization_config": {
+    "bits": 4,
+    "checkpoint_format": "gptq",
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+    "dynamic": null,
+    "group_size": 32,
+    "lm_head": false,
+    "meta": {
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+      "damp_percent": 0.01,
+      "mse": 0.0,
+      "quantizer": [
+        "gptqmodel:1.7.0"
+      ],
+      "static_groups": false,
+      "true_sequential": true,
+      "uri": "https://github.com/modelcloud/gptqmodel"
+    },
+    "quant_method": "gptq",
+    "sym": true
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.0",
+  "use_cache": false,
+  "vocab_size": 131074
+}
diff --git a/configuration.json b/configuration.json
new file mode 100644
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\ No newline at end of file
diff --git a/model.safetensors b/model.safetensors
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diff --git a/quantize_config.json b/quantize_config.json
new file mode 100644
index 0000000..eec3bd6
--- /dev/null
+++ b/quantize_config.json
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+}
\ No newline at end of file
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new file mode 100644
index 0000000..8815502
--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
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--- /dev/null
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+      "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": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "131073": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<s>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{{- bos_token }}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "tokenizer_class": "PreTrainedTokenizerFast",
+  "unk_token": "<unk>"
+}