commit ca32716fa9d50b699026d99d310e9c0991311ec2 Author: ModelHub XC Date: Sat May 16 04:56:53 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5e581fe --- /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 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filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a37e19f --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T +datasets: +- cerebras/SlimPajama-627B +- bigcode/starcoderdata +inference: false +language: +- en +license: apache-2.0 +model_creator: TinyLlama +model_name: TinyLlama-1.1B-intermediate-step-1195k-token-2.5T +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-intermediate-step-1195k-token-2.5T-GGUF + +Quantized GGUF model files for [TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) from [TinyLlama](https://huggingface.co/TinyLlama) + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.fp16.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.fp16.gguf) | fp16 | 2.20 GB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf) | q2_k | 483.12 MB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf) | q3_k_m | 550.82 MB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf) | q4_k_m | 668.79 MB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf) | q5_k_m | 783.02 MB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf) | q6_k | 904.39 MB | +| [tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q8_0.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.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 Collection +This collection contains all checkpoints after the 1T fix. Branch name indicates the step and number of tokens seen. + +#### Eval + +| Model | Pretrain Tokens | HellaSwag | Obqa | WinoGrande | ARC_c | ARC_e | boolq | piqa | avg | +|-------------------------------------------|-----------------|-----------|------|------------|-------|-------|-------|------|-----| +| Pythia-1.0B | 300B | 47.16 | 31.40| 53.43 | 27.05 | 48.99 | 60.83 | 69.21 | 48.30 | +| TinyLlama-1.1B-intermediate-step-50K-104b | 103B | 43.50 | 29.80| 53.28 | 24.32 | 44.91 | 59.66 | 67.30 | 46.11| +| TinyLlama-1.1B-intermediate-step-240k-503b| 503B | 49.56 |31.40 |55.80 |26.54 |48.32 |56.91 |69.42 | 48.28 | +| TinyLlama-1.1B-intermediate-step-480k-1007B | 1007B | 52.54 | 33.40 | 55.96 | 27.82 | 52.36 | 59.54 | 69.91 | 50.22 | +| TinyLlama-1.1B-intermediate-step-715k-1.5T | 1.5T | 53.68 | 35.20 | 58.33 | 29.18 | 51.89 | 59.08 | 71.65 | 51.29 | +| TinyLlama-1.1B-intermediate-step-955k-2T | 2T | 54.63 | 33.40 | 56.83 | 28.07 | 54.67 | 63.21 | 70.67 | 51.64 | +| **TinyLlama-1.1B-intermediate-step-1195k-token-2.5T** | **2.5T** | **58.96** | **34.40** | **58.72** | **31.91** | **56.78** | **63.21** | **73.07** | **53.86**| \ No newline at end of file diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.fp16.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.fp16.gguf new file mode 100644 index 0000000..48eb485 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c1b97a942f8d279c8418c799a0e37e7c5ab0bcec1eaba7138272bffa3318113c +size 2201990016 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf new file mode 100644 index 0000000..10d20fe --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q2_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d71f8704e9fc1f4745ff3416c24fd62f41bedd930ad8097b094a5f63f56614f4 +size 483115936 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf new file mode 100644 index 0000000..fe0b925 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q3_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0cd108f4c7b574bdbad6e85361db372dab18e0740571b9dd0a6ea2ef2d0d556 +size 550818720 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf new file mode 100644 index 0000000..37b4a61 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q4_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:057b753a257edd9076c81eaa683fde9b25f7dcc0a5019802b24b1ac7c14f2a4e +size 668787616 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf new file mode 100644 index 0000000..3557b46 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q5_k_m.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:959b0996e1db49809eded5dd9bc934d782835c6534562c1cee337c265859baaf +size 783016864 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf new file mode 100644 index 0000000..43065c6 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q6_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:452b8081ff1601951ba9fb056aa45c1b606156f4e8965321036b12a4ecd04639 +size 904385440 diff --git a/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q8_0.gguf b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q8_0.gguf new file mode 100644 index 0000000..374b476 --- /dev/null +++ b/tinyllama-1.1b-intermediate-step-1195k-token-2.5t.q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9141c9e01f8f658b8a6b52bb077ef19118072d3c7ed5cff86b914d79464d968 +size 1170781088