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index 53d7257..ddcb389 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,47 +1,38 @@
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*.model filter=lfs diff=lfs merge=lfs -text
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+*.npy filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
index 0009e7a..a4990b9 100644
--- a/README.md
+++ b/README.md
@@ -1,47 +1,61 @@
---
-license: Apache License 2.0
-
-#model-type:
-##如 gpt、phi、llama、chatglm、baichuan 等
-#- gpt
-
-#domain:
-##如 nlp、cv、audio、multi-modal
-#- nlp
-
-#language:
-##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
-#- cn
-
-#metrics:
-##如 CIDEr、Blue、ROUGE 等
-#- CIDEr
-
-#tags:
-##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
-#- pretrained
-
-#tools:
-##如 vllm、fastchat、llamacpp、AdaSeq 等
-#- vllm
+language:
+- en
+license: llama3
+tags:
+- Llama-3
+- instruct
+- finetune
+- chatml
+- gpt4
+- synthetic data
+- distillation
+- function calling
+- json mode
+- axolotl
+- roleplaying
+- chat
+- mlx
+base_model: NousResearch/Hermes-3-Llama-3.2-3B
+widget:
+- example_title: Hermes 3
+ messages:
+ - role: system
+ content: You are a sentient, superintelligent artificial general intelligence,
+ here to teach and assist me.
+ - role: user
+ content: Write a short story about Goku discovering kirby has teamed up with Majin
+ Buu to destroy the world.
+library_name: transformers
+model-index:
+- name: Hermes-3-Llama-3.1-405B
+ results: []
---
-### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重，可浏览“模型文件”页面获取。
-#### 您可以通过如下git clone命令，或者ModelScope SDK来下载模型
-SDK下载
+# mlx-community/Hermes-3-Llama-3.2-3B-bf16
+
+The Model [mlx-community/Hermes-3-Llama-3.2-3B-bf16](https://huggingface.co/mlx-community/Hermes-3-Llama-3.2-3B-bf16) was
+converted to MLX format from [NousResearch/Hermes-3-Llama-3.2-3B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.2-3B)
+using mlx-lm version **0.20.3**.
+
+## Use with mlx
+
```bash
-#安装ModelScope
-pip install modelscope
-```
-```python
-#SDK模型下载
-from modelscope import snapshot_download
-model_dir = snapshot_download('mlx-community/Hermes-3-Llama-3.2-3B-bf16')
-```
-Git下载
-```
-#Git模型下载
-git clone https://www.modelscope.cn/mlx-community/Hermes-3-Llama-3.2-3B-bf16.git
+pip install mlx-lm
```
-如果您是本模型的贡献者，我们邀请您根据模型贡献文档，及时完善模型卡片内容。
\ No newline at end of file
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("mlx-community/Hermes-3-Llama-3.2-3B-bf16")
+
+prompt="hello"
+
+if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
+ messages = [{"role": "user", "content": prompt}]
+ prompt = tokenizer.apply_chat_template(
+ messages, tokenize=False, add_generation_prompt=True
+ )
+
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```
diff --git a/config.json b/config.json
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+{
+ "architectures": [
+ "LlamaForCausalLM"
+ ],
+ "attention_bias": false,
+ "attention_dropout": 0.0,
+ "bos_token_id": 128000,
+ "eos_token_id": 128039,
+ "head_dim": 128,
+ "hidden_act": "silu",
+ "hidden_size": 3072,
+ "initializer_range": 0.02,
+ "intermediate_size": 8192,
+ "max_position_embeddings": 131072,
+ "mlp_bias": false,
+ "model_type": "llama",
+ "num_attention_heads": 24,
+ "num_hidden_layers": 28,
+ "num_key_value_heads": 8,
+ "pretraining_tp": 1,
+ "rms_norm_eps": 1e-05,
+ "rope_scaling": {
+ "factor": 32.0,
+ "high_freq_factor": 4.0,
+ "low_freq_factor": 1.0,
+ "original_max_position_embeddings": 8192,
+ "rope_type": "llama3"
+ },
+ "rope_theta": 500000.0,
+ "tie_word_embeddings": true,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.46.3",
+ "use_cache": false,
+ "vocab_size": 128256
+}
\ No newline at end of file
diff --git a/configuration.json b/configuration.json
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--- /dev/null
+++ b/configuration.json
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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
\ No newline at end of file
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