commit 70764909f022b70d08a79feb2352903a7b6c6227 Author: ModelHub XC Date: Thu Jun 4 04:35:19 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..de8fc35 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +TinyAlpaca-1.1B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q3_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q4_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q5_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q5_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q5_1.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyAlpaca-1.1B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a3e839f --- /dev/null +++ b/README.md @@ -0,0 +1,133 @@ +Quantization made by Richard Erkhov. + +[Github](https://github.com/RichardErkhov) + +[Discord](https://discord.gg/pvy7H8DZMG) + +[Request more models](https://github.com/RichardErkhov/quant_request) + + +TinyAlpaca-1.1B - GGUF +- Model creator: https://huggingface.co/luckychao/ +- Original model: https://huggingface.co/luckychao/TinyAlpaca-1.1B/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [TinyAlpaca-1.1B.Q2_K.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q2_K.gguf) | Q2_K | 0.4GB | +| [TinyAlpaca-1.1B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.IQ3_XS.gguf) | IQ3_XS | 0.44GB | +| [TinyAlpaca-1.1B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.IQ3_S.gguf) | IQ3_S | 0.47GB | +| [TinyAlpaca-1.1B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q3_K_S.gguf) | Q3_K_S | 0.47GB | +| [TinyAlpaca-1.1B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.IQ3_M.gguf) | IQ3_M | 0.48GB | +| [TinyAlpaca-1.1B.Q3_K.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q3_K.gguf) | Q3_K | 0.51GB | +| [TinyAlpaca-1.1B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q3_K_M.gguf) | Q3_K_M | 0.51GB | +| [TinyAlpaca-1.1B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q3_K_L.gguf) | Q3_K_L | 0.55GB | +| [TinyAlpaca-1.1B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.IQ4_XS.gguf) | IQ4_XS | 0.57GB | +| [TinyAlpaca-1.1B.Q4_0.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q4_0.gguf) | Q4_0 | 0.59GB | +| [TinyAlpaca-1.1B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.IQ4_NL.gguf) | IQ4_NL | 0.6GB | +| [TinyAlpaca-1.1B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q4_K_S.gguf) | Q4_K_S | 0.6GB | +| [TinyAlpaca-1.1B.Q4_K.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q4_K.gguf) | Q4_K | 0.62GB | +| [TinyAlpaca-1.1B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q4_K_M.gguf) | Q4_K_M | 0.62GB | +| [TinyAlpaca-1.1B.Q4_1.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q4_1.gguf) | Q4_1 | 0.65GB | +| [TinyAlpaca-1.1B.Q5_0.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q5_0.gguf) | Q5_0 | 0.71GB | +| [TinyAlpaca-1.1B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q5_K_S.gguf) | Q5_K_S | 0.71GB | +| [TinyAlpaca-1.1B.Q5_K.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q5_K.gguf) | Q5_K | 0.73GB | +| [TinyAlpaca-1.1B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q5_K_M.gguf) | Q5_K_M | 0.73GB | +| [TinyAlpaca-1.1B.Q5_1.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q5_1.gguf) | Q5_1 | 0.77GB | +| [TinyAlpaca-1.1B.Q6_K.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q6_K.gguf) | Q6_K | 0.84GB | +| [TinyAlpaca-1.1B.Q8_0.gguf](https://huggingface.co/RichardErkhov/luckychao_-_TinyAlpaca-1.1B-gguf/blob/main/TinyAlpaca-1.1B.Q8_0.gguf) | Q8_0 | 1.09GB | + + + + +Original model description: +--- +language: +- en +datasets: +- tatsu-lab/alpaca +--- +# Model Card for Model ID + +This model checkpoint is the TinyLlama-1.1B fine-tuned on [alpaca dataset](https://huggingface.co/datasets/tatsu-lab/alpaca). + +## Model Details + +### Model Sources + + + +- **Repository:** https://github.com/jzhang38/TinyLlama +- **Paper:** [https://arxiv.org/abs/2404.02406] + +## Uses + + +The use of this model should comply with the restrictions from [TinyLlama-1.1b](https://github.com/jzhang38/TinyLlama) and +[Stanford Alpaca](https://github.com/tatsu-lab/stanford_alpaca). + +## How to Get Started with the Model + +Use the code below to get started with the model. + +``` +# Load model directly +from transformers import AutoTokenizer, AutoModelForCausalLM + +tokenizer = AutoTokenizer.from_pretrained("luckychao/TinyAlpaca-1.1B") +model = AutoModelForCausalLM.from_pretrained("luckychao/TinyAlpaca-1.1B") + +``` + +## Training Details + +### Training Data + +We use the [alpaca dataset](https://huggingface.co/datasets/tatsu-lab/alpaca), which is created by researchers from Stanford University. + +### Training Procedure + +We follow the same training procedure and mostly same hyper-parameters to fine-tune the original Alpaca model on Llama. The procedure can be found in [stanford_alpaca project](https://huggingface.co/datasets/tatsu-lab/alpaca). + +#### Training Hyperparameters +``` +--num_train_epochs 3 \ +--per_device_train_batch_size 2 \ +--per_device_eval_batch_size 2 \ +--gradient_accumulation_steps 4 \ +--evaluation_strategy "no" \ +--save_strategy "steps" \ +--save_steps 1000 \ +--save_total_limit 1 \ +--learning_rate 2e-5 \ +--weight_decay 0. \ +--warmup_ratio 0.03 \ +--lr_scheduler_type "cosine" \ +--logging_steps 1 \ +--bf16 True \ +--fsdp "full_shard auto_wrap" \ +--fsdp_transformer_layer_cls_to_wrap 'LlamaDecoderLayer' \ +--model_max_length 2048 + +``` + + +## Citation + +The model is mostly developed for the paper below. Please cite it if you find the repository helpful. + +**BibTeX:** +``` +@article{hao2024exploring, + title={Exploring Backdoor Vulnerabilities of Chat Models}, + author={Hao, Yunzhuo and Yang, Wenkai and Lin, Yankai}, + journal={arXiv preprint arXiv:2404.02406}, + year={2024} +} +``` + + + + + + diff --git a/TinyAlpaca-1.1B.IQ3_M.gguf b/TinyAlpaca-1.1B.IQ3_M.gguf new file mode 100644 index 0000000..9e1f0f9 --- /dev/null +++ b/TinyAlpaca-1.1B.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cacbb38abe5ab75917bbc9c8735df8835abe4b875a067314f7b040c0a0cd397 +size 516195456 diff --git a/TinyAlpaca-1.1B.IQ3_S.gguf b/TinyAlpaca-1.1B.IQ3_S.gguf new file mode 100644 index 0000000..a28cf8d --- /dev/null +++ b/TinyAlpaca-1.1B.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37ad185dce8348e104ceccc9b253c9e26dd1024e4eaa1ae72ca6c7afe0b9476d +size 500876416 diff --git a/TinyAlpaca-1.1B.IQ3_XS.gguf b/TinyAlpaca-1.1B.IQ3_XS.gguf new 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