初始化项目，由ModelHub XC社区提供模型

Model: Doctor-Shotgun/TinyLlama-1.1B-32k
Source: Original Platform

README.md

@@ -0,0 +1,37 @@
+---
+license: apache-2.0
+datasets:
+- togethercomputer/RedPajama-Data-1T-Sample
+language:
+- en
+tags:
+- llama
+- llama 2
+---
+# TinyLlama-1.1B-32k
+
+32k context finetune of TinyLlama-1.1B using increased rope theta (rope frequency base) meant to serve as a long-context speculative decoding model.
+
+Created using [TinyLlama-1.1B](https://huggingface.co/TinyLlama/tinyLlama-intermediate-checkpoints-after-1T-token) and further pretraining at 32768 context length on [togethercomputer/RedPajama-Data-1T-Sample](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T-Sample).
+
+Of note, the base checkpoint used was from commit "final model" fad4f1a5cd0563ac41349b8fec2e6e51156568a0 which was subsequently reverted, and not the current main branch 3T checkpoint of TinyLlama-1.1B.
+
+[EXL2 Quants by turboderp](https://huggingface.co/turboderp/TinyLlama-1B-32k-exl2)
+
+The quantized model fits alongside a 4.25bpw 70B model at 32k sequence length on a single A6000 and provides noticeable speed-up with speculative decoding.
+
+### Wikitext (wikitext-2-raw-v1_train) Perplexity (64 rows) as evaluated via [exllamav2](https://github.com/turboderp/exllamav2):
+
+| Model                  | 2048       | 4096       | 8192       | 16384      | 32768      |
+| ---------------------- | ---------- | ---------- | ---------- | ---------- | ---------- |
+| TinyLlama-1.1B         | **8.5633** | 208.3586   | 863.7507   | 1600.5021  | 6981.9021  |
+| **TinyLlama-1.1B-32k** | 8.6548     | **7.8339** | **7.4904** | **7.3674** | **7.1338** |
+
+### Evaluation on HumanEval by [turboderp](https://huggingface.co/turboderp):
+
+| Model                                  | Pass@1          | Pass@10     |
+| -------------------------------------- | --------------- | ----------- |
+| TinyLlama-1.1B                         | **0.0841**      | **0.1524**  |
+| TinyLlama-1.1B (NTK alpha=7.7)         | 0.0598          | 0.1098      |
+| TinyLlama-1.1B-32k-ckpt-554            | 0.0732          | 0.1402      |
+| **TinyLlama-1.1B-32k**                 | 0.0829          | **0.1524**  |