commit 9ef61a61fdfb6321f430eb82e01f72a375620865 Author: ModelHub XC Date: Wed Jun 24 12:48:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: nsomazr/blood-donation-gemma3-1bb-merged-16bit Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5b96a86 --- /dev/null +++ b/README.md @@ -0,0 +1,21 @@ +--- +base_model: unsloth/gemma-3-1b-it-bnb-4bit +tags: +- text-generation-inference +- transformers +- unsloth +- gemma3_text +license: apache-2.0 +language: +- en +--- + +# Uploaded finetuned model + +- **Developed by:** nsomazr +- **License:** apache-2.0 +- **Finetuned from model :** unsloth/gemma-3-1b-it-bnb-4bit + +This gemma3_text model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. + +[](https://github.com/unslothai/unsloth) diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..1e0d598 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,11 @@ +{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ '<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +' + messages[0]['content'] + '<|eot_id|>' }}{% set loop_messages = messages[1:] %}{% else %}{{ '<|begin_of_text|><|start_header_id|>system<|end_header_id|> + +You are a helpful and knowledgeable blood donation advisor serving Tanzania. You answer questions accurately and concisely in both English and Swahili (Kiswahili). IMPORTANT: Always respond in the same language the user writes in. If the user writes in Swahili, respond fully in Swahili. If the user writes in English, respond in English. Never switch languages mid-response unless the user does so first.<|eot_id|>' }}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|> + +' + message['content'] }}{% elif message['role'] == 'assistant' %}{{ '<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +' + message['content'] + '<|eot_id|>' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|eot_id|><|start_header_id|>assistant<|end_header_id|> + +' }}{% endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..96c41f5 --- /dev/null +++ b/config.json @@ -0,0 +1,74 @@ +{ + "_sliding_window_pattern": 6, + "architectures": [ + "Gemma3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "attn_logit_softcapping": null, + "bos_token_id": 2, + "cache_implementation": "hybrid", + "torch_dtype": "float16", + "eos_token_id": 106, + "final_logit_softcapping": null, + "head_dim": 256, + "hidden_activation": "gelu_pytorch_tanh", + "hidden_size": 1152, + "initializer_range": 0.02, + "intermediate_size": 6912, + "layer_types": [ + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "sliding_attention", + "full_attention", + "sliding_attention", + "sliding_attention" + ], + "max_position_embeddings": 32768, + "model_name": "unsloth/gemma-3-1b-it-bnb-4bit", + "model_type": "gemma3_text", + "num_attention_heads": 4, + "num_hidden_layers": 26, + "num_key_value_heads": 1, + "pad_token_id": 0, + "query_pre_attn_scalar": 256, + "rms_norm_eps": 1e-06, + "rope_parameters": { + "full_attention": { + "rope_theta": 1000000, + "rope_type": "default" + }, + "sliding_attention": { + "rope_theta": 10000, + "rope_type": "default" + } + }, + "sliding_window": 512, + "sliding_window_pattern": 6, + "tie_word_embeddings": true, + "unsloth_fixed": true, + "unsloth_version": "2026.4.2", + "use_bidirectional_attention": false, + "use_cache": false, + "vocab_size": 262144 +} \ No newline at end of file diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..648b0a7 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1cf0900d5b745269f25f8c3a4c1dd54ed954d7d9f2daf81de5e8f1c6493d499 +size 1999811208 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..f74d183 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:daab2354f8a74e70d70b4d1f804939b68a8c9624dd06cb7858e52dd8970e9726 +size 33384567 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..be5362e --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,26 @@ +{ + "backend": "tokenizers", + "boi_token": "", + "bos_token": "", + "clean_up_tokenization_spaces": false, + "eoi_token": "", + "eos_token": "", + "image_token": "", + "is_local": false, + "mask_token": "", + "model_max_length": 32768, + "model_specific_special_tokens": { + "boi_token": "", + "eoi_token": "", + "image_token": "" + }, + "pad_token": "", + "padding_side": "left", + "processor_class": "Gemma3Processor", + "sp_model_kwargs": null, + "spaces_between_special_tokens": false, + "tokenizer_class": "GemmaTokenizer", + "unk_token": "", + "use_default_system_prompt": false, + "chat_template": "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ '<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n' + messages[0]['content'] + '<|eot_id|>' }}{% set loop_messages = messages[1:] %}{% else %}{{ '<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nYou are a helpful and knowledgeable blood donation advisor serving Tanzania. You answer questions accurately and concisely in both English and Swahili (Kiswahili). IMPORTANT: Always respond in the same language the user writes in. If the user writes in Swahili, respond fully in Swahili. If the user writes in English, respond in English. Never switch languages mid-response unless the user does so first.<|eot_id|>' }}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>\n\n' + message['content'] }}{% elif message['role'] == 'assistant' %}{{ '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' + message['content'] + '<|eot_id|>' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}" +} \ No newline at end of file