commit 11bb9ad9561337f1c7ce0022fe8e0422efbd55d2 Author: ModelHub XC Date: Tue Jul 21 15:00:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..49ce7a3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,42 @@ +*.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 +tinyllama-1.1b-chat-v0.6.fp16.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q2_k.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-chat-v0.6.q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..00acef5 --- /dev/null +++ b/README.md @@ -0,0 +1,91 @@ +--- +base_model: TinyLlama/TinyLlama-1.1B-Chat-v0.6 +datasets: +- cerebras/SlimPajama-627B +- bigcode/starcoderdata +- OpenAssistant/oasst_top1_2023-08-25 +inference: false +language: +- en +license: apache-2.0 +model_creator: TinyLlama +model_name: TinyLlama-1.1B-Chat-v0.6 +pipeline_tag: text-generation +quantized_by: afrideva +tags: +- gguf +- ggml +- quantized +- q2_k +- q3_k_m +- q4_k_m +- q5_k_m +- q6_k +- q8_0 +--- +# TinyLlama/TinyLlama-1.1B-Chat-v0.6-GGUF + +Quantized GGUF model files for [TinyLlama-1.1B-Chat-v0.6](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v0.6) from [TinyLlama](https://huggingface.co/TinyLlama) + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [tinyllama-1.1b-chat-v0.6.q2_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q2_k.gguf) | q2_k | 482.14 MB | +| [tinyllama-1.1b-chat-v0.6.q3_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q3_k_m.gguf) | q3_k_m | 549.85 MB | +| [tinyllama-1.1b-chat-v0.6.q4_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q4_k_m.gguf) | q4_k_m | 667.81 MB | +| [tinyllama-1.1b-chat-v0.6.q5_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q5_k_m.gguf) | q5_k_m | 782.04 MB | +| [tinyllama-1.1b-chat-v0.6.q6_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q6_k.gguf) | q6_k | 903.41 MB | +| [tinyllama-1.1b-chat-v0.6.q8_0.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-Chat-v0.6-GGUF/resolve/main/tinyllama-1.1b-chat-v0.6.q8_0.gguf) | q8_0 | 1.17 GB | + + + +## Original Model Card: +
+ +# TinyLlama-1.1B +
+ +https://github.com/jzhang38/TinyLlama + +The TinyLlama project aims to **pretrain** a **1.1B Llama model on 3 trillion tokens**. With some proper optimization, we can achieve this within a span of "just" 90 days using 16 A100-40G GPUs 🚀🚀. The training has started on 2023-09-01. + + +We adopted exactly the same architecture and tokenizer as Llama 2. This means TinyLlama can be plugged and played in many open-source projects built upon Llama. Besides, TinyLlama is compact with only 1.1B parameters. This compactness allows it to cater to a multitude of applications demanding a restricted computation and memory footprint. + +#### This Model +This is the chat model finetuned on top of [TinyLlama/TinyLlama-1.1B-intermediate-step-955k-2T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-955k-token-2T). **We follow [HF's Zephyr](https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha/edit/main/README.md)'s training recipe.** The model was " initially fine-tuned on a variant of the [`UltraChat`](https://huggingface.co/datasets/stingning/ultrachat) dataset, which contains a diverse range of synthetic dialogues generated by ChatGPT. +We then further aligned the model with [🤗 TRL's](https://github.com/huggingface/trl) `DPOTrainer` on the [openbmb/UltraFeedback](https://huggingface.co/datasets/openbmb/UltraFeedback) dataset, which contain 64k prompts and model completions that are ranked by GPT-4." + + +#### How to use +You will need the transformers>=4.34 +Do check the [TinyLlama](https://github.com/jzhang38/TinyLlama) github page for more information. + +```python +# Install transformers from source - only needed for versions <= v4.34 +# pip install git+https://github.com/huggingface/transformers.git +# pip install accelerate + +import torch +from transformers import pipeline + +pipe = pipeline("text-generation", model="TinyLlama/TinyLlama-1.1B-Chat-v0.6", torch_dtype=torch.bfloat16, device_map="auto") + +# We use the tokenizer's chat template to format each message - see https://huggingface.co/docs/transformers/main/en/chat_templating +messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + {"role": "user", "content": "How many helicopters can a human eat in one sitting?"}, +] +prompt = pipe.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) +outputs = pipe(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) +print(outputs[0]["generated_text"]) +# <|system|> +# You are a friendly chatbot who always responds in the style of a pirate. +# <|user|> +# How many helicopters can a human eat in one sitting? +# <|assistant|> +# ... +``` \ No newline at end of file diff --git a/tinyllama-1.1b-chat-v0.6.fp16.gguf b/tinyllama-1.1b-chat-v0.6.fp16.gguf new file mode 100644 index 0000000..90a7901 --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13c1fb4ca27b3fb69f8dd4548889f02e31e1ec0744228339ec1354b58aa51625 +size 2201017248 diff --git a/tinyllama-1.1b-chat-v0.6.q2_k.gguf b/tinyllama-1.1b-chat-v0.6.q2_k.gguf new file mode 100644 index 0000000..90e4dce --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q2_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:207ba82db4bf4886abe5984f4005225ed0d6c6632e537391e2aea222761d45fe +size 482143168 diff --git a/tinyllama-1.1b-chat-v0.6.q3_k_m.gguf b/tinyllama-1.1b-chat-v0.6.q3_k_m.gguf new file mode 100644 index 0000000..b8c5a8f --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q3_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f94bcaa942e986730eed9fb2a6d214851b0046d338a3fe4afda8ece840169658 +size 549845952 diff --git a/tinyllama-1.1b-chat-v0.6.q4_k_m.gguf b/tinyllama-1.1b-chat-v0.6.q4_k_m.gguf new file mode 100644 index 0000000..fdec4e6 --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q4_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb09381bd7b307e13e3740504f54bad46396a96d22a5091c448df22cc8cb4fe0 +size 667814848 diff --git a/tinyllama-1.1b-chat-v0.6.q5_k_m.gguf b/tinyllama-1.1b-chat-v0.6.q5_k_m.gguf new file mode 100644 index 0000000..55f7af6 --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q5_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fbbeadd47b429d9508897cfe952d42daea13a7acf8d898c5ba22d9f313efa39 +size 782044096 diff --git a/tinyllama-1.1b-chat-v0.6.q6_k.gguf b/tinyllama-1.1b-chat-v0.6.q6_k.gguf new file mode 100644 index 0000000..79427e0 --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q6_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a7f679ea572c9d6ddfa91640621bce8339c147cf1c2f8c3ce6616ff1610ef45 +size 903412672 diff --git a/tinyllama-1.1b-chat-v0.6.q8_0.gguf b/tinyllama-1.1b-chat-v0.6.q8_0.gguf new file mode 100644 index 0000000..177f902 --- /dev/null +++ b/tinyllama-1.1b-chat-v0.6.q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01e1b47b8c3bce98c128ed15642ac594d64291118d2647758085c5f55a96b0f3 +size 1169808320