From e814a963d3aa19b1939fec1134afacf3117e342b Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 3 Jun 2026 07:18:14 +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: suayptalha/Maestro-R1-Llama-8B Source: Original Platform --- .gitattributes | 49 + Maestro-Logo.jpg | Bin 0 -> 208606 bytes README.md | 631 +++++++++ config.json | 39 + configuration.json | 1 + generation_config.json | 11 + maestro-r1-llama-loss.png | Bin 0 -> 116346 bytes 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 | 298 +++++ pytorch_model-00001-of-00004.bin | 3 + pytorch_model-00002-of-00004.bin | 3 + pytorch_model-00003-of-00004.bin | 3 + pytorch_model-00004-of-00004.bin | 3 + pytorch_model.bin.index.json | 3 + special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2068 ++++++++++++++++++++++++++++++ 20 files changed, 3150 insertions(+) create mode 100644 .gitattributes create mode 100644 Maestro-Logo.jpg create mode 100644 README.md create mode 100644 config.json create mode 100644 configuration.json create mode 100644 generation_config.json create mode 100644 maestro-r1-llama-loss.png 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 pytorch_model-00001-of-00004.bin create mode 100644 pytorch_model-00002-of-00004.bin create mode 100644 pytorch_model-00003-of-00004.bin create mode 100644 pytorch_model-00004-of-00004.bin create mode 100644 pytorch_model.bin.index.json create 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Maestro-R1-Llama-8B

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Model Information

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Maestro-R1-Llama-8B

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+ Maestro-R1-Llama-8B + deepseek-ai/DeepSeek-R1-Distill-Llama-8B + 8B Parameters +
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Base Model

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+ Maestro-R1-Llama-8B is a powerful language model fine-tuned from DeepSeek-R1-Distill-Llama-8B, a distilled model based on the Llama-3 architecture. DeepSeek-R1-Distill-Llama-8B itself is derived from the Llama-3 architecture, with a distillation process from DeepSeek-R1, utilizing a large corpus of diverse data. This distillation enables the model to retain strong reasoning capabilities while maintaining a smaller parameter count. +
+ Maestro-R1-Llama-8B builds on this foundation, further enhancing its performance through fine-tuning on the ServiceNow-AI/R1-Distill-SFT dataset. This fine-tuning step sharpens the model's ability to handle specialized tasks and improves its reasoning, problem-solving, and code generation capabilities. The combination of the distilled base model and domain-specific fine-tuning makes Maestro-R1-Llama-8B an efficient and robust model, excelling across a wide range of language tasks. +
+ DeepSeek-R1 Paper Link: https://arxiv.org/abs/2501.12948 +
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Loss Graph

+ Model banner +
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Support & Community:

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+ + \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..8ca5eca --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "_name_or_path": "unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": 128001, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pad_token_id": 128004, + "pretraining_tp": 1, + "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" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "float16", + "transformers_version": "4.48.2", + "unsloth_fixed": true, + "unsloth_version": "2025.1.8", + "use_cache": true, + "vocab_size": 128256 +} 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..44fe1b4 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,11 @@ +{ + "_from_model_config": true, + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": 128001, + "max_length": 131072, + "pad_token_id": 128004, + "temperature": 0.6, + "top_p": 0.95, + "transformers_version": "4.48.2" +} diff --git a/maestro-r1-llama-loss.png b/maestro-r1-llama-loss.png new file mode 100644 index 0000000000000000000000000000000000000000..0845552596303d62273019275de31efe2c7522b2 GIT binary patch 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+ "128254": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<｜begin▁of▁sentence｜>", + "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜>'}}{% endif %}", + "clean_up_tokenization_spaces": false, + "eos_token": "<｜end▁of▁sentence｜>", + "extra_special_tokens": {}, + "legacy": true, + "model_max_length": 131072, + "pad_token": "<|finetune_right_pad_id|>", + "padding_side": "left", + "sp_model_kwargs": {}, + "tokenizer_class": "LlamaTokenizer", + "unk_token": null, + "use_default_system_prompt": false +}