Vadim Karpenko's picture

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Vadim Karpenko

jrell

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upvoted a paper 19 days ago

HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

reacted to schuler's post with 🔥 about 1 month ago

📢 New Research Alert: Making Language Models Smaller & Smarter! Thrilled to share the latest technical report demonstrating how to reduce language model parameters by 77% while maintaining performance. The secret? Grouped pointwise convolutions. Yes. We brought a method from computer vision to the transformers arena. 🔑 Key Findings: • 77% parameter reduction. • Maintained model capabilities. • Improved generalization. Paper: https://www.researchgate.net/publication/388835829_SAVING_77_OF_THE_PARAMETERS_IN_LARGE_LANGUAGE_MODELS_TECHNICAL_REPORT Code: https://github.com/joaopauloschuler/less-parameters-llm

upvoted a collection 2 months ago

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jrell's activity

New activity in ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3-GGUF 4 months ago

32k context bug

#1 opened 4 months ago by

New activity in mradermacher/model_requests 5 months ago

LoLCATs models.

#369 opened 5 months ago by

New activity in ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2 5 months ago

LM Studio produces gibberish (GGUF)

#1 opened 5 months ago by

New activity in QuantFactory/DarkIdol-Llama-3.1-8B-Instruct-1.2-Uncensored-GGUF 8 months ago

llama.cpp error: 'done_getting_tensors: wrong number of tensors; expected 292, got 291'

#1 opened 8 months ago by

New activity in cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b-gguf 8 months ago

"llama.cpp error: 'error loading model vocabulary: unknown pre-tokenizer type: 'dolphin12b''"

#1 opened 8 months ago by

New activity in TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF over 1 year ago

LM Studio crash

#2 opened over 1 year ago by

New activity in TheBloke/MPT-7B-Storywriter-GGML almost 2 years ago

How to run this Model ?

#1 opened almost 2 years ago by deleted