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EleutherAI/pythia-1b · Hugging Face
- Intended Use
- The primary intended use of Pythia is research on the behavior, functionality, and limitations of large language models. This suite is intended to provide a controlled s…
- Out-of-scope use See more
- 1. Developed by: EleutherAI
- 2. Model type: Transformer-based Language Model
- 3. Language: English
- 4. Learn more: Pythia's GitHub repository for training procedure… See more
All 16 Pythia models were evaluated using the LM Evaluation Harness. You can access the results by model and step at results/json/* in the GitHub repository. Expand the sections below to see plots of evaluation results for all Pythia and Pythia-deduped models … See more
- Training data
- The Pile is a 825GiB general-purpose dataset in English. It was created by Ele…
- Training procedure
- All models were trained on the exact same data, in the exact sam… See more
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GitHub - EleutherAI/pythia: The hub for EleutherAI's work on ...
WEBmain. README. Apache-2.0 license. Pythia: Interpreting Transformers Across Time and Scale. This repository is for EleutherAI's project Pythia which combines interpretability …
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GitHub - borgr/pythiarch: The hub for EleutherAI's work on ...
WEBthe new EleutherAI/pythia-1b is trained with bf16, because in fp16 the model corrupted due to loss spikes late in training. The old models ("v0") remain available at …
Pythia — EleutherAI
WEBFeb 13, 2023 · Releases. Blog. Pythia. Model. 13 Feb. Written By Stella Biderman. A suite of 16 models with 154 partially trained checkpoints designed to enable controlled …
Papers with Code - Pythia: A Suite for Analyzing Large Language …
WEBPythia: A Suite for Analyzing Large Language Models Across Training and Scaling | Papers With Code. 3 Apr 2023 · Stella Biderman , Hailey Schoelkopf , Quentin Anthony , Herbie …
pythia/README.md at main · EleutherAI/pythia · GitHub
WEB385 lines (304 loc) · 27.1 KB. Pythia: Interpreting Transformers Across Time and Scale. This repository is for EleutherAI's project Pythia which combines interpretability analysis …
WEBIn this paper we introduce Pythia, a suite of decoder-only autoregressive language models ranging from 70M to 12B parameters designed specifically to facilitate such scientific …
Pythia: A Suite for Analyzing Large Language Models Across
WEBApr 5, 2023 · How do large language models (LLMs) develop and evolve over the course of training? How do these patterns change as models scale? To answer these questions, …
Pythia: A Suite for Analyzing Large Language Models Across …
WEBApr 3, 2023 · To answer these questions, we introduce \textit {Pythia}, a suite of 16 LLMs all trained on public data seen in the exact same order and ranging in size from 70M to 12B …
Early Weight Averaging meets High Learning Rates for LLM Pre …
WEBDec 11, 2023 · The Pythia LLMs are publicly available in the Pythia suite (Biderman et al., 2023). We report results on Pythia-1B, Pythia-2.8B, Pythia-6.9B, and Pythia-12B; …
Dahoas/pythia-1B-static-sft · Hugging Face
WEBSpace using Dahoas/pythia-1B-static-sft 1. We’re on a journey to advance and democratize artificial intelligence through open source and open science.
OPT vs. Pythia: Which LLM is Better? | Sapling
WEBOverview. The most recent (as of May 2023) effort from EleutherAI, Pythia is a set of LLMs trained on The Pile. While it appears to outperform OPT and GPTNeo, its performance …
Pythia-1b Finetune Instruction | pythia-instruction-finetune – …
WEBPythia-1b Finetune Instruction - Finetune train set: The 52002 instructions from nuggets (aka Golden Score Candidates Set) - Finetune eval set: The 100 instructions via kmeans …
The rise of open-source large language models - Exploding …
WEBApr 13, 2023 · Available parameter sizes are 1 25m, 350m, 1.3b, 2.7b, 6.7b, 13b,30b,66b, and 175b. In one-shot and few-shot settings, performance across different datasets and …
Next-Generation Language Model for On-Device Natural …
WEBJul 25, 2023 · In this paper, we demonstrate the effectiveness of fine-tuning by training the Pythia-1B model on an instruction database. This allows the smaller model to benefit …
WEBWhen compared with other models like Pythia-1.0B (Biderman et al., 2023) and MPT-1.3B 2, our codebase demonstrates superior training speed. For instance, the TinyLlama-1.1B …
Pythia Eleutherai: Future of AI-Powered Predictive Analytics
WEBJan 1, 2024 · The exact sizes are 70M, 160M, 410M, 1B, 1.4B, 2.8B, 6.9B, and 12B. Uses of pythia eleutherai. The basic aim of the Pythia project was to comprehend the working of …
Models - CRFM HELM - Read the Docs
WEBEdit on GitHub. Models. Text Models. AI21 Labs. J1-Jumbo v1 (178B) — ai21/j1-jumbo. Jurassic-1 Jumbo (178B parameters) ( docs, tech report ). J1-Large v1 (7.5B) — ai21/j1 …
WEBPythia-1B (Biderman et al.,2023) on 1 million tokens of The Pile (Gao et al.,2020), the dataset used to train Pythia-1B 1. For a given token and forward pass, we measure …
Finetune LLM (LLAMA, GPT-Neo, GPT-J, Pythia) in Google Colab
WEBIn this tutorial, I tried to show you how you can train an LLM model using your custom dataset. I used Open Assist dataset to finetune pythia-1.4b-deduped LLM model. …
WEBAdditionally, we present results for publicly available Pythia LLMs, ranging from 1B to 12B, which were trained on the PILE-deduped dataset containing 207B tokens. Code is …
[2402.12560] CausalGym: Benchmarking causal interpretability …
WEBFeb 19, 2024 · To illustrate how CausalGym can be used, we study the pythia models (14M--6.9B) and assess the causal efficacy of a wide range of interpretability methods, …
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