From 711c5f14925b60cc2b5802ba88d3de2c379fdb67 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Apr 2026 11:03:01 +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?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mlx-community/Llama-3.2-1B-Instruct-MLXTuned Source: Original Platform --- .gitattributes | 37 + README.md | 236 ++++ config.json | 39 + configuration.json | 1 + model.safetensors | 3 + model.safetensors.index.json | 153 +++ special_tokens_map.json | 16 + tokenizer.json | 3 + tokenizer_config.json | 2063 ++++++++++++++++++++++++++++++++++ 9 files changed, 2551 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 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 new file mode 100644 index 0000000..602d20f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +model.safetensors filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..12618e5 --- /dev/null +++ b/README.md @@ -0,0 +1,236 @@ +--- +language: +- en +- de +- fr +- it +- pt +- hi +- es +- th +library_name: transformers +pipeline_tag: text-generation +tags: +- facebook +- meta +- pytorch +- llama +- llama-3 +- mlx +license: llama3.2 +extra_gated_prompt: "### LLAMA 3.2 COMMUNITY LICENSE AGREEMENT\n\nLlama 3.2 Version\ + \ Release Date: September 25, 2024\n\n“Agreement” means the terms and conditions\ + \ for use, reproduction, distribution and modification of the Llama Materials set\ + \ forth herein.\n\n“Documentation” means the specifications, manuals and documentation\ + \ accompanying Llama 3.2 distributed by Meta at https://llama.meta.com/doc/overview.\n\ + \n“Licensee” or “you” means you, or your employer or any other person or entity\ + \ (if you are entering into this Agreement on such person or entity’s behalf),\ + \ of the age required under applicable laws, rules or regulations to provide legal\ + \ consent and that has legal authority to bind your employer or such other person\ + \ or entity if you are entering in this Agreement on their behalf.\n\n“Llama 3.2”\ + \ means the foundational large language models and software and algorithms, including\ + \ machine-learning model code, trained model weights, inference-enabling code, training-enabling\ + \ code, fine-tuning enabling code and other elements of the foregoing distributed\ + \ by Meta at https://www.llama.com/llama-downloads.\n\n“Llama Materials” means,\ + \ collectively, Meta’s proprietary Llama 3.2 and Documentation (and any portion\ + \ thereof) made available under this Agreement.\n\n“Meta” or “we” means Meta Platforms\ + \ Ireland Limited (if you are located in or, if you are an entity, your principal\ + \ place of business is in the EEA or Switzerland) and Meta Platforms, Inc. 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The courts of California shall have exclusive jurisdiction of\ + \ any dispute arising out of this Agreement. \n### Llama 3.2 Acceptable Use Policy\n\ + Meta is committed to promoting safe and fair use of its tools and features, including\ + \ Llama 3.2. If you access or use Llama 3.2, you agree to this Acceptable Use Policy\ + \ (“**Policy**”). The most recent copy of this policy can be found at [https://www.llama.com/llama3_2/use-policy](https://www.llama.com/llama3_2/use-policy).\n\ + #### Prohibited Uses\nWe want everyone to use Llama 3.2 safely and responsibly.\ + \ You agree you will not use, or allow others to use, Llama 3.2 to:\n1. Violate\ + \ the law or others’ rights, including to:\n 1. Engage in, promote, generate,\ + \ contribute to, encourage, plan, incite, or further illegal or unlawful activity\ + \ or content, such as:\n 1. Violence or terrorism\n 2. 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Create, generate, or facilitate the creation\ + \ of malicious code, malware, computer viruses or do anything else that could disable,\ + \ overburden, interfere with or impair the proper working, integrity, operation\ + \ or appearance of a website or computer system\n 7. Engage in any action, or\ + \ facilitate any action, to intentionally circumvent or remove usage restrictions\ + \ or other safety measures, or to enable functionality disabled by Meta \n2. Engage\ + \ in, promote, incite, facilitate, or assist in the planning or development of activities\ + \ that present a risk of death or bodily harm to individuals, including use of Llama\ + \ 3.2 related to the following:\n 8. Military, warfare, nuclear industries or\ + \ applications, espionage, use for materials or activities that are subject to the\ + \ International Traffic Arms Regulations (ITAR) maintained by the United States\ + \ Department of State or to the U.S. Biological Weapons Anti-Terrorism Act of 1989\ + \ or the Chemical Weapons Convention Implementation Act of 1997\n 9. Guns and\ + \ illegal weapons (including weapon development)\n 10. Illegal drugs and regulated/controlled\ + \ substances\n 11. Operation of critical infrastructure, transportation technologies,\ + \ or heavy machinery\n 12. Self-harm or harm to others, including suicide, cutting,\ + \ and eating disorders\n 13. Any content intended to incite or promote violence,\ + \ abuse, or any infliction of bodily harm to an individual\n3. Intentionally deceive\ + \ or mislead others, including use of Llama 3.2 related to the following:\n 14.\ + \ Generating, promoting, or furthering fraud or the creation or promotion of disinformation\n\ + \ 15. Generating, promoting, or furthering defamatory content, including the\ + \ creation of defamatory statements, images, or other content\n 16. Generating,\ + \ promoting, or further distributing spam\n 17. Impersonating another individual\ + \ without consent, authorization, or legal right\n 18. Representing that the\ + \ use of Llama 3.2 or outputs are human-generated\n 19. Generating or facilitating\ + \ false online engagement, including fake reviews and other means of fake online\ + \ engagement \n4. Fail to appropriately disclose to end users any known dangers\ + \ of your AI system 5. Interact with third party tools, models, or software designed\ + \ to generate unlawful content or engage in unlawful or harmful conduct and/or represent\ + \ that the outputs of such tools, models, or software are associated with Meta or\ + \ Llama 3.2\n\nWith respect to any multimodal models included in Llama 3.2, the\ + \ rights granted under Section 1(a) of the Llama 3.2 Community License Agreement\ + \ are not being granted to you if you are an individual domiciled in, or a company\ + \ with a principal place of business in, the European Union. This restriction does\ + \ not apply to end users of a product or service that incorporates any such multimodal\ + \ models.\n\nPlease report any violation of this Policy, software “bug,” or other\ + \ problems that could lead to a violation of this Policy through one of the following\ + \ means:\n\n* Reporting issues with the model: [https://github.com/meta-llama/llama-models/issues](https://l.workplace.com/l.php?u=https%3A%2F%2Fgithub.com%2Fmeta-llama%2Fllama-models%2Fissues&h=AT0qV8W9BFT6NwihiOHRuKYQM_UnkzN_NmHMy91OT55gkLpgi4kQupHUl0ssR4dQsIQ8n3tfd0vtkobvsEvt1l4Ic6GXI2EeuHV8N08OG2WnbAmm0FL4ObkazC6G_256vN0lN9DsykCvCqGZ)\n\ + * Reporting risky content generated by the model: [developers.facebook.com/llama_output_feedback](http://developers.facebook.com/llama_output_feedback)\n\ + * Reporting bugs and security concerns: [facebook.com/whitehat/info](http://facebook.com/whitehat/info)\n\ + * Reporting violations of the Acceptable Use Policy or unlicensed uses of Llama\ + \ 3.2: LlamaUseReport@meta.com" +extra_gated_fields: + First Name: text + Last Name: text + Date of birth: date_picker + Country: country + Affiliation: text + Job title: + type: select + options: + - Student + - Research Graduate + - AI researcher + - AI developer/engineer + - Reporter + - Other + geo: ip_location + ? By clicking Submit below I accept the terms of the license and acknowledge that + the information I provide will be collected stored processed and shared in accordance + with the Meta Privacy Policy + : checkbox +extra_gated_description: The information you provide will be collected, stored, processed + and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/). +extra_gated_button_content: Submit +base_model: meta-llama/Llama-3.2-1B-Instruct +--- + +# mlx-community/Llama-3.2-1B-Instruct-MLXTuned + +The Model [mlx-community/Llama-3.2-1B-Instruct-MLXTuned](https://huggingface.co/mlx-community/Llama-3.2-1B-Instruct-MLXTuned) was +converted to MLX format from [meta-llama/Llama-3.2-1B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct) +using mlx-lm version **0.20.5**. + +## Use with mlx + +```bash +pip install mlx-lm +``` + +```python +from mlx_lm import load, generate + +model, tokenizer = load("mlx-community/Llama-3.2-1B-Instruct-MLXTuned") + +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 new file mode 100644 index 0000000..eab689e --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "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": "4.45.0.dev0", + "use_cache": true, + "vocab_size": 128256 +} \ 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/model.safetensors b/model.safetensors new file mode 100644 index 0000000..0f65d0c --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cc46fd916057e2de9e43a2ecd66c3bcd9e2e1917b7cfc0c70d0cefe8ad75f8b +size 2471645521 diff --git a/model.safetensors.index.json 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+ "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- if strftime_now is defined %}\n {%- set date_string = strftime_now(\"%d %b %Y\") %}\n {%- else %}\n {%- set date_string = \"26 Jul 2024\" %}\n {%- endif %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {{- \"<|eot_id|>\" }}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "tokenizer_class": "PreTrainedTokenizerFast" +}