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README.md

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+Quantization made by Richard Erkhov.
+
+[Github](https://github.com/RichardErkhov)
+
+[Discord](https://discord.gg/pvy7H8DZMG)
+
+[Request more models](https://github.com/RichardErkhov/quant_request)
+
+
+TinyAiroboros-2.2.1 - AWQ
+- Model creator: https://huggingface.co/aloobun/
+- Original model: https://huggingface.co/aloobun/TinyAiroboros-2.2.1/
+
+
+
+
+Original model description:
+---
+datasets:
+- jondurbin/airoboros-2.2.1
+tags:
+- airoboros
+- tinyllama
+---
+
+This model is a fine-tuned version of PY007/TinyLlama-1.1B-Chat-v0.3 (finetuned on 15k rows of airoboros-2.2.1 dataset)
+
+## lm-eval
+
+```
+|    Task     |Version| Metric |Value |   |Stderr|
+|-------------|------:|--------|-----:|---|-----:|
+|arc_challenge|      0|acc     |0.2671|±  |0.0129|
+|             |       |acc_norm|0.2850|±  |0.0132|
+|arc_easy     |      0|acc     |0.5673|±  |0.0102|
+|             |       |acc_norm|0.5109|±  |0.0103|
+|boolq        |      1|acc     |0.6040|±  |0.0086|
+|hellaswag    |      0|acc     |0.4155|±  |0.0049|
+|             |       |acc_norm|0.5420|±  |0.0050|
+|openbookqa   |      0|acc     |0.2200|±  |0.0185|
+|             |       |acc_norm|0.3420|±  |0.0212|
+|piqa         |      0|acc     |0.7057|±  |0.0106|
+|             |       |acc_norm|0.6970|±  |0.0107|
+|winogrande   |      0|acc     |0.5714|±  |0.0139|
+
+```
+## Usage:
+
+```
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "aloobun/TinyAiroboros-2.2.1"
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+prompt = "Write a short story about a dystopian society."
+
+sequences = pipeline(
+    f'[INST] {prompt} [/INST]',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=1024,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+```
+
+