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--- |
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base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T |
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datasets: |
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- cerebras/SlimPajama-627B |
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- bigcode/starcoderdata |
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inference: false |
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language: |
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- en |
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license: apache-2.0 |
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model_creator: TinyLlama |
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model_name: TinyLlama-1.1B-intermediate-step-1431k-3T |
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pipeline_tag: text-generation |
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quantized_by: afrideva |
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tags: |
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- gguf |
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- ggml |
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- quantized |
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- q2_k |
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- q3_k_m |
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- q4_k_m |
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- q5_k_m |
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- q6_k |
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- q8_0 |
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--- |
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# TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF |
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Quantized GGUF model files for [TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) from [TinyLlama](https://huggingface.co/TinyLlama) |
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| Name | Quant method | Size | |
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| ---- | ---- | ---- | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.fp16.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.fp16.gguf) | fp16 | 2.20 GB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q2_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q2_k.gguf) | q2_k | 483.12 MB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q3_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q3_k_m.gguf) | q3_k_m | 550.82 MB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q4_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q4_k_m.gguf) | q4_k_m | 668.79 MB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q5_k_m.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q5_k_m.gguf) | q5_k_m | 783.02 MB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q6_k.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q6_k.gguf) | q6_k | 904.39 MB | |
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| [tinyllama-1.1b-intermediate-step-1431k-3t.q8_0.gguf](https://huggingface.co/afrideva/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/resolve/main/tinyllama-1.1b-intermediate-step-1431k-3t.q8_0.gguf) | q8_0 | 1.17 GB | |
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## Original Model Card: |
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<div align="center"> |
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# TinyLlama-1.1B |
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</div> |
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https://github.com/jzhang38/TinyLlama |
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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. |
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<div align="center"> |
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<img src="./TinyLlama_logo.png" width="300"/> |
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</div> |
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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. |
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#### This Collection |
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This collection contains all checkpoints after the 1T fix. Branch name indicates the step and number of tokens seen. |
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#### Eval |
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| Model | Pretrain Tokens | HellaSwag | Obqa | WinoGrande | ARC_c | ARC_e | boolq | piqa | avg | |
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|-------------------------------------------|-----------------|-----------|------|------------|-------|-------|-------|------|-----| |
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| Pythia-1.0B | 300B | 47.16 | 31.40| 53.43 | 27.05 | 48.99 | 60.83 | 69.21 | 48.30 | |
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| TinyLlama-1.1B-intermediate-step-50K-104b | 103B | 43.50 | 29.80| 53.28 | 24.32 | 44.91 | 59.66 | 67.30 | 46.11| |
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| TinyLlama-1.1B-intermediate-step-240k-503b| 503B | 49.56 |31.40 |55.80 |26.54 |48.32 |56.91 |69.42 | 48.28 | |
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| TinyLlama-1.1B-intermediate-step-480k-1007B | 1007B | 52.54 | 33.40 | 55.96 | 27.82 | 52.36 | 59.54 | 69.91 | 50.22 | |
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| 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 | |
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| TinyLlama-1.1B-intermediate-step-955k-2T | 2T | 54.63 | 33.40 | 56.83 | 28.07 | 54.67 | 63.21 | 70.67 | 51.64 | |
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| **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**| |
