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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better LLM-Finetuning-Hub alternative or higher similarity.
LLM-Finetuning-Hub reviews and mentions
Posts with mentions or reviews of LLM-Finetuning-Hub.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-09-12.
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Zephyr-7B QLoRA Benchmark for Summarization and Classification
Hi everyone, we've been working on benchmarking different open-source LLMs. We measure, in particular, on the performance of these models once finetued (via QLoRA) on classic NLP downstream tasks like summarization and classification. We also put particular emphasis on benchmarking inference time/cost for these models once deployed.
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Show HN: Finetuning LLMs: Open-source vs. Close-source
Hello all,
I have been working on benchmarking different LLMs -- both open-source and closed-source.
Repo: https://github.com/georgian-io/LLM-Finetuning-Hub
Precisely, I am comparing their out-of-the-box capabilities (prompting) and their fine-tuned conterparts!
So far, the following models have been benchmarked:
Open-Source:
- FLaNK Stack Weekly for 12 September 2023
- [P][R] Finetune LLMs via the Finetuning Hub
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Show HN: Leverage Falcon 7B blog post
- Finetuning with QLoRA
I evaluate how Falcon does on classification tasks when compared to Bert and Distilbert.
Moreover, I talk about different ways you can deploy the model, and the associated costs!
The code for all of my experiments are available on: https://github.com/georgian-io/LLM-Finetuning-Hub
Happy reading and learning!
- Show HN: LLM Finetuning Hub
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A note from our sponsor - SaaSHub
www.saashub.com | 3 May 2024
Stats
Basic LLM-Finetuning-Hub repo stats
6
638
9.5
25 days ago
georgian-io/LLM-Finetuning-Hub is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of LLM-Finetuning-Hub is Python.
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