TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF/README.md

base_model, datasets, inference, language, license, model_creator, model_name, pipeline_tag, quantized_by, tags

base_model	datasets	inference	language	license	model_creator	model_name	pipeline_tag	quantized_by	tags
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T	cerebras/SlimPajama-627B bigcode/starcoderdata	false	en	apache-2.0	TinyLlama	TinyLlama-1.1B-intermediate-step-1431k-3T	text-generation	afrideva	gguf ggml quantized q2_k q3_k_m q4_k_m q5_k_m q6_k q8_0

TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T-GGUF

Quantized GGUF model files for TinyLlama-1.1B-intermediate-step-1431k-3T from TinyLlama

Name	Quant method	Size
tinyllama-1.1b-intermediate-step-1431k-3t.fp16.gguf	fp16	2.20 GB
tinyllama-1.1b-intermediate-step-1431k-3t.q2_k.gguf	q2_k	483.12 MB
tinyllama-1.1b-intermediate-step-1431k-3t.q3_k_m.gguf	q3_k_m	550.82 MB
tinyllama-1.1b-intermediate-step-1431k-3t.q4_k_m.gguf	q4_k_m	668.79 MB
tinyllama-1.1b-intermediate-step-1431k-3t.q5_k_m.gguf	q5_k_m	783.02 MB
tinyllama-1.1b-intermediate-step-1431k-3t.q6_k.gguf	q6_k	904.39 MB
tinyllama-1.1b-intermediate-step-1431k-3t.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