UFund-Me/Qbot
[🔥updating ...] 自动量化交易机器人 Qbot is an AI-oriented quantitative investment platform, which aims to realize the potential, empower AI technologies in quantitative investment. https://ufund-me.github.io/Qbot :news: qbot-mini: https://github.com/Charmve/iQuant
Language: Jupyter Notebook
Total stars: 994
Stars trend:
21 May 2023

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#jupyternotebook
#funds, #machinelearning, #pytrade, #quantitativefinance, #quantitativetrading, #quantization, #strategies, #trademarks

guillaumekln/faster-whisper
Faster Whisper transcription with CTranslate2
Language: Python
Total stars: 3284
Stars trend:
19 Jul 2023

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#python
#deeplearning, #inference, #openai, #quantization, #speechrecognition, #speechtotext, #transformer, #whisper

dvmazur/mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops
Language:Python
Total stars: 521
Stars trend:
1 Jan 2024
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#python
#colabnotebook, #deeplearning, #googlecolab, #languagemodel, #llm, #mixtureofexperts, #offloading, #pytorch, #quantization

hiyouga/LLaMA-Factory
Unify Efficient Fine-tuning of 100+ LLMs
Language:Python
Total stars: 12204
Stars trend:
28 Feb 2024
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#python
#agent, #baichuan, #chatglm, #finetuning, #generativeai, #gpt, #instructiontuning, #languagemodel, #largelanguagemodels, #llama, #llm, #lora, #mistral, #mixtureofexperts, #peft, #qlora, #quantization, #qwen, #rlhf, #transformers

RahulSChand/gpu_poor
Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization
Language:JavaScript
Total stars: 878
Stars trend:
5 Oct 2024
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#javascript
#ggml, #gpu, #huggingface, #languagemodel, #llama, #llama2, #llamacpp, #llm, #pytorch, #quantization

adithya-s-k/AI-Engineering.academy
Mastering Applied AI, One Concept at a Time
Language:Jupyter Notebook
Total stars: 262
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3 Dec 2024
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#jupyternotebook
#finetuning, #finetuning, #finetuningllms, #inference, #largelanguagemodels, #llm, #python, #quantization

hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Language:Python
Total stars: 38120
Stars trend:
14 Jan 2025
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#python
#agent, #ai, #chatglm, #finetuning, #gpt, #instructiontuning, #languagemodel, #largelanguagemodels, #llama, #llama3, #llm, #lora, #mistral, #moe, #peft, #qlora, #quantization, #qwen, #rlhf, #transformers

dipampaul17/KVSplit
Run larger LLMs with longer contexts on Apple Silicon by using differentiated precision for KV cache quantization. KVSplit enables 8-bit keys & 4-bit values, reducing memory by 59% with <1% quality loss. Includes benchmarking, visualization, and one-command setup. Optimized for M1/M2/M3 Macs with Metal support.
Language:Python
Total stars: 144
Stars trend:
16 May 2025
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#python
#applesilicon, #generativeai, #kvcache, #llamacpp, #llm, #m1, #m2, #m3, #memoryoptimization, #metal, #optimization, #quantization

hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Language:Python
Total stars: 49776
Stars trend:
24 May 2025
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#python
#agent, #ai, #chatglm, #finetuning, #gpt, #instructiontuning, #languagemodel, #largelanguagemodels, #llama, #llama3, #llm, #lora, #mistral, #moe, #peft, #qlora, #quantization, #qwen, #rlhf, #transformers