sshh12 / multi_token
Embed arbitrary modalities (images, audio, documents, etc) into large language models.
☆170Updated 5 months ago
Related projects: ⓘ
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆158Updated 2 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆175Updated 4 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆136Updated 7 months ago
- This is our own implementation of 'Layer Selective Rank Reduction'☆230Updated 3 months ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆153Updated 2 months ago
- Low-Rank adapter extraction for fine-tuned transformers model☆154Updated 4 months ago
- ☆191Updated last week
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆223Updated 4 months ago
- A bagel, with everything.☆306Updated 5 months ago
- ☆109Updated last month
- An Open Source Toolkit For LLM Distillation☆284Updated last month
- Merge Transformers language models by use of gradient parameters.☆193Updated last month
- Video+code lecture on building nanoGPT from scratch☆64Updated 3 months ago
- A compact LLM pretrained in 9 days by using high quality data☆225Updated 2 weeks ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆388Updated 3 weeks ago
- Implementation of DoRA☆278Updated 3 months ago
- ☆174Updated 4 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆74Updated 5 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆217Updated 6 months ago
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆192Updated 4 months ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆117Updated 8 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆258Updated 10 months ago
- ☆92Updated last year
- ☆82Updated 3 weeks ago
- A benchmark for emotional intelligence in large language models☆175Updated last month
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆107Updated last year
- ☆89Updated 11 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆169Updated last month
- From scratch implementation of a vision language model in pure PyTorch☆149Updated 4 months ago
- Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget☆115Updated 5 months ago