commit 32ff501e9a6a343ed0b8b737ee3ada46db5a40fb
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Fri Jun 19 13:46:18 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: AiLab-IMCS-UL/EuroLLM-9B-Instruct-LVportals-15K
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
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+++ b/.gitattributes
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diff --git a/Modelfile b/Modelfile
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--- /dev/null
+++ b/Modelfile
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+FROM /path/to/model/unsloth.F16.gguf
+
+TEMPLATE """Below are some instructions that describe some tasks. Write responses that appropriately complete each request.{{ if .Prompt }}
+
+    ### Instruction:
+    {{ .Prompt }}{{ end }}
+
+    ### Response:
+    {{ .Response }}<|im_end|>"""
+
+PARAMETER stop "</s>"
+PARAMETER stop "<unk>"
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<extra_id_"
+PARAMETER temperature 1.5
+PARAMETER min_p 0.1
\ No newline at end of file
diff --git a/Modelfile_Q4_K_M b/Modelfile_Q4_K_M
new file mode 100644
index 0000000..b52ad24
--- /dev/null
+++ b/Modelfile_Q4_K_M
@@ -0,0 +1,17 @@
+FROM /path/to/model/unsloth.Q4_K_M.gguf
+
+TEMPLATE """Below are some instructions that describe some tasks. Write responses that appropriately complete each request.{{ if .Prompt }}
+
+    ### Instruction:
+    {{ .Prompt }}{{ end }}
+
+    ### Response:
+    {{ .Response }}<|im_end|>"""
+
+PARAMETER stop "</s>"
+PARAMETER stop "<unk>"
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<extra_id_"
+PARAMETER temperature 1.5
+PARAMETER min_p 0.1
\ No newline at end of file
diff --git a/Modelfile_Q8_0 b/Modelfile_Q8_0
new file mode 100644
index 0000000..4a58684
--- /dev/null
+++ b/Modelfile_Q8_0
@@ -0,0 +1,17 @@
+FROM /path/to/model/unsloth.Q8_0.gguf
+
+TEMPLATE """Below are some instructions that describe some tasks. Write responses that appropriately complete each request.{{ if .Prompt }}
+
+    ### Instruction:
+    {{ .Prompt }}{{ end }}
+
+    ### Response:
+    {{ .Response }}<|im_end|>"""
+
+PARAMETER stop "</s>"
+PARAMETER stop "<unk>"
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<extra_id_"
+PARAMETER temperature 1.5
+PARAMETER min_p 0.1
\ No newline at end of file
diff --git a/README.md b/README.md
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index 0000000..58c94a2
--- /dev/null
+++ b/README.md
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+---
+license: apache-2.0
+language:
+- lv
+base_model:
+- utter-project/EuroLLM-9B-Instruct
+tags:
+- legal
+pipeline_tag: text-generation
+---
+
+This is a fine-tuned version of the **EuroLLM-9B-Instruct** model, adapted for answering questions about legislation in Latvia. The model was fine-tuned on a [dataset](http://hdl.handle.net/20.500.12574/130) of ~15 thousand question–answer pairs sourced from the [LVportals.lv](https://lvportals.lv/e-konsultacijas) archive.
+
+Quantized versions of the model are available for use with Ollama or other local LLM runtime environments that support the GGUF format.
+
+The data preparation, fine-tuning process, and comprehensive evaluation are described in more detail in:
+
+> Artis Pauniņš. Evaluation and Adaptation of Large Language Models for Question-Answering on Legislation. Master’s Thesis. University of Latvia, 2025.
+
+**Note**:
+
+The model may occasionally generate overly long responses. To prevent this, it is recommended to set the `num_predict` parameter to limit the number of tokens generated - either in your Python code or in the `Modelfile`, depending on how the model is run.
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..b45485f
--- /dev/null
+++ b/config.json
@@ -0,0 +1,31 @@
+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 4,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 12288,
+  "max_position_embeddings": 4096,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 42,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.51.3",
+  "unsloth_version": "2025.4.4",
+  "use_cache": false,
+  "vocab_size": 128000
+}
diff --git a/generation_config.json b/generation_config.json
new file mode 100644
index 0000000..d5952c5
--- /dev/null
+++ b/generation_config.json
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+{
+  "_from_model_config": true,
+  "bos_token_id": 3,
+  "do_sample": true,
+  "eos_token_id": 4,
+  "max_length": 4096,
+  "pad_token_id": 2,
+  "transformers_version": "4.51.3"
+}
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+  "chat_template": "{{ 'Below are some instructions that describe some tasks. Write responses that appropriately complete each request.' }}{% for message in messages %}{% if message['role'] == 'user' %}{{ '\n\n    ### Instruction:\n    ' + message['content'] }}{% elif message['role'] == 'assistant' %}{{ '\n\n    ### Response:\n    ' + message['content'] + '<|im_end|>' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '\n\n    ### Response:\n    ' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "extra_special_tokens": {},
+  "legacy": false,
+  "model_max_length": 4096,
+  "pad_token": "</s>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false,
+  "use_fast": true
+}
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