LLM360 / amber-trainLinks
Pre-training code for Amber 7B LLM
☆166Updated last year
Alternatives and similar repositories for amber-train
Users that are interested in amber-train are comparing it to the libraries listed below
Sorting:
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated last year
- Data preparation code for Amber 7B LLM☆91Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆194Updated 11 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆132Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆265Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆223Updated last year
- Scaling Data-Constrained Language Models☆337Updated 2 weeks ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆177Updated 10 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆229Updated 8 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆463Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆306Updated last year
- This is the repo for the paper Shepherd -- A Critic for Language Model Generation☆219Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆117Updated last year
- Experiments on speculative sampling with Llama models☆128Updated 2 years ago
- A bagel, with everything.☆322Updated last year
- DSIR large-scale data selection framework for language model training☆252Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- batched loras☆343Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆144Updated 9 months ago
- ☆95Updated last year
- ☆191Updated last week
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆145Updated 8 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆206Updated last month
- ☆124Updated 9 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆146Updated 11 months ago
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆203Updated 2 months ago
- Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"☆99Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆228Updated 8 months ago
- The official evaluation suite and dynamic data release for MixEval.☆242Updated 8 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆79Updated last year