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Casper Hansen
Casper Hansen
Author of AutoAWQ
GitHub
X
Authored Projects (1)
Starred
by
Vincent Weisser
(Cofounder of Prime Intellect)
,
Ji Yichao
(Cofounder of Manus)
,
Woosuk Kwon
(Coauthor of vLLM)
,
Wing Lian
(Founder of Axolotl AI),
and
6 more.
AutoAWQ
by
casper-hansen
0.3%
2k
AutoAWQ is a tool for 4-bit quantized LLM inference
Implements Activation-aware Weight Quantization (AWQ) algorithm.
Speeds up models 3x, reduces memory 3x vs FP16.
Supports GEMM/GEMV for speed/context optimization.
Includes fused modules for further speedup.
Created 2 years ago
Updated 6 months ago
Starred Projects (149)
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0.4%
1k
Python framework emulates Grok Heavy with multi-agent orchestration
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Updated 4 months ago
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by
meta-pytorch
2.3%
757
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+5
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Updated 2 days ago
xtuner
by
InternLM
0.2%
5k
LLM fine-tuning toolkit for research
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+2
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Updated 2 days ago
slime
by
THUDM
2.3%
3k
LLM post-training framework for RL scaling
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+4
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Updated 1 day ago
crawl4ai
by
unclecode
0.5%
57k
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+8
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Updated 2 days ago
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by
snap-stanford
0.5%
2k
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+1
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by
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0.1%
918
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+1
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by
inclusionAI
1.3%
3k
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by
google-gemini
0.4%
17k
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+1
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ZeroSearch
by
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0.3%
1k
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Updated 3 months ago
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by
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0.6%
1k
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Updated 1 month ago
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by
sentient-agi
0.2%
4k
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by
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ii-researcher
by
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0.8%
481
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veScale
by
volcengine
0.4%
892
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+1
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by
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1.5%
4k
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+11
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18k
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+5
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by
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0%
558
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Starred by
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Updated 5 months ago
verl
by
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3.1%
17k
RL training library for LLMs
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+14
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Updated 1 day ago
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by
open-thoughts
0.1%
2k
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+1
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Updated 2 months ago
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by
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0.1%
2k
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by
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0.1%
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+5
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by
cline
2.0%
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+26
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0.1%
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+2
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1.2%
1k
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+1
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0.1%
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by
OpenCoder-llm
0.1%
2k
Open code LLM family (1.5B/8B) for English and Chinese
Starred by
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by
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0.9%
3k
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Starred by
+7
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Updated 1 day ago
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by
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1.4%
45k
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Starred by
+12
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by
huggingface
0.5%
2k
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Starred by
+11
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by
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0.7%
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by
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0.5%
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+11
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0.2%
966
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Starred by
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by
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0.4%
16k
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+17
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by
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0.4%
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+37
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0.3%
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+23
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0.1%
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+8
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by
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0.3%
1k
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+15
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by
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0.2%
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+36
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0.0%
19k
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+7
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by
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0.1%
6k
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+12
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Updated 6 days ago
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by
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0%
253
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Updated 1 month ago
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by
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0%
2k
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Updated 1 year ago
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by
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0.1%
802
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by
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0.3%
4k
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+1
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by
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0.4%
2k
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+3
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Updated 3 weeks ago
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by
NVIDIA
0.4%
12k
LLM inference optimization SDK for NVIDIA GPUs
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+18
Created 2 years ago
Updated 23 hours ago
AQLM
by
Vahe1994
0.1%
1k
PyTorch code for LLM compression via Additive Quantization (AQLM)
Starred by
+2
Created 1 year ago
Updated 3 months ago
lilac
by
databricks
0.2%
1k
Data exploration tool for LLM dataset curation and quality control
Starred by
+6
Created 2 years ago
Updated 1 year ago
MiniCPM
by
OpenBMB
0.1%
8k
Ultra-efficient LLMs for end devices, achieving 5x+ speedup
Starred by
Created 1 year ago
Updated 1 month ago
rawdog
by
granawkins
0%
2k
CLI tool for auto-executing Python scripts
Starred by
Created 1 year ago
Updated 3 months ago
worker-vllm
by
runpod-workers
0.3%
385
RunPod worker template for blazing-fast LLM endpoints
Starred by
Created 2 years ago
Updated 6 days ago
infinity
by
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0.4%
3k
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Starred by
+8
Created 2 years ago
Updated 6 days ago
datatrove
by
huggingface
0.2%
3k
Data processing library for large-scale text data
Starred by
+9
Created 2 years ago
Updated 5 days ago
llm-decontaminator
by
lm-sys
0.3%
315
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Starred by
Created 2 years ago
Updated 1 year ago
sglang
by
sgl-project
0.9%
20k
Fast serving framework for LLMs and vision language models
Starred by
+34
Created 1 year ago
Updated 22 hours ago
bagel
by
jondurbin
0%
325
Fine-tuning pipeline for language models, "with everything."
Starred by
Created 2 years ago
Updated 1 year ago
llama-moe
by
pjlab-sys4nlp
0.2%
996
MoE model from LLaMA with continual pre-training
Starred by
Created 2 years ago
Updated 1 year ago
rank_llm
by
castorini
0.5%
553
Python toolkit for reproducible information retrieval research
Starred by
Created 2 years ago
Updated 3 days ago
UltraEval
by
OpenBMB
0%
253
An open-source framework for evaluating foundation models
Created 2 years ago
Updated 1 year ago
InfiniteBench
by
OpenBMB
0.6%
358
Benchmark for evaluating language models on super-long contexts (100k+ tokens)
Starred by
Created 2 years ago
Updated 1 year ago
airoboros
by
jondurbin
0%
1k
Self-instruct tool for LLM finetuning
Starred by
+3
Created 2 years ago
Updated 1 year ago
magicoder
by
ise-uiuc
0.3%
2k
Code generation model family for instruction following
Starred by
+2
Created 2 years ago
Updated 1 year ago
gpt-fast
by
meta-pytorch
0.1%
6k
PyTorch text generation for efficient transformer inference
Starred by
+20
Created 2 years ago
Updated 3 months ago
prompt-lookup-decoding
by
apoorvumang
0.2%
581
Decoding method for faster LLM generation
Starred by
Created 2 years ago
Updated 1 year ago
LongChat
by
DachengLi1
0%
532
Long-context LLM chatbot training and evaluation framework
Starred by
+2
Created 2 years ago
Updated 1 year ago
LLMTest_NeedleInAHaystack
by
gkamradt
0.2%
2k
LLM testing tool for evaluating in-context retrieval accuracy
Starred by
+3
Created 2 years ago
Updated 1 year ago
UltraFeedback
by
OpenBMB
0.3%
356
Preference dataset for training reward/critique models
Starred by
Created 2 years ago
Updated 1 year ago
LLM-Shearing
by
princeton-nlp
0%
632
Code for LLM pre-training acceleration via structured pruning (ICLR 2024)
Starred by
+1
Created 2 years ago
Updated 1 year ago
giskard-oss
by
Giskard-AI
0.3%
5k
Open-source testing framework for AI & LLM systems
Starred by
+3
Created 3 years ago
Updated 1 week ago
flashinfer
by
flashinfer-ai
0.7%
4k
Kernel library for LLM serving
Starred by
+10
Created 2 years ago
Updated 2 days ago
DeepSpeed-MII
by
deepspeedai
0.1%
2k
Python library for high-throughput, low-latency, and cost-effective model inference
Starred by
+5
Created 3 years ago
Updated 5 months ago
sec-insights
by
run-llama
0.0%
3k
Full-stack RAG app for SEC filings Q&A
Starred by
Created 2 years ago
Updated 8 months ago
synthesizer
by
SciPhi-AI
0%
628
LLM framework for RAG and data creation
Starred by
+3
Created 2 years ago
Updated 1 year ago
llama_index
by
run-llama
0.4%
46k
Data framework for building LLM-powered agents
Starred by
+44
Created 3 years ago
Updated 2 days ago
self-rag
by
AkariAsai
0.1%
2k
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Starred by
+1
Created 2 years ago
Updated 1 year ago
fine-tune-mistral
by
abacaj
0.3%
716
Fine-tuning script for Mistral-7B
Starred by
Created 2 years ago
Updated 2 years ago
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by
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0.1%
2k
Web client for ChatGPT with multi-user and i18n support
Created 2 years ago
Updated 1 year ago
ray-llm
by
ray-project
0%
1k
LLM deployment framework on Ray (now upstreamed to Ray)
Starred by
+2
Created 2 years ago
Updated 8 months ago
TinyChatEngine
by
mit-han-lab
0.5%
929
On-device LLM/VLM inference library for edge deployment
Created 2 years ago
Updated 1 year ago
axolotl
by
axolotl-ai-cloud
0.3%
11k
CLI tool for streamlined post-training of AI models
Starred by
+25
Created 2 years ago
Updated 1 day ago
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by
hiyouga
0.6%
63k
Unified fine-tuning tool for 100+ LLMs & VLMs (ACL 2024)
Starred by
+25
Created 2 years ago
Updated 1 day ago
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by
jzhang38
0.1%
9k
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Starred by
+18
Created 2 years ago
Updated 1 year ago
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by
jquesnelle
0.3%
2k
Context window extension method for LLMs (research paper, models)
Starred by
+4
Created 2 years ago
Updated 1 year ago
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by
huggingface
0.2%
10k
Chat UI: open-source interface for LLMs
Starred by
+8
Created 2 years ago
Updated 1 day ago
mlc-llm
by
mlc-ai
0.2%
22k
Universal LLM deployment engine with ML compilation
Starred by
+21
Created 2 years ago
Updated 4 days ago
LightLLM
by
ModelTC
0.5%
4k
Python framework for LLM inference and serving
Starred by
+6
Created 2 years ago
Updated 2 days ago
lmdeploy
by
InternLM
0.5%
7k
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Starred by
+8
Created 2 years ago
Updated 1 day ago
CTranslate2
by
OpenNMT
0.4%
4k
Fast inference engine for Transformer models
Starred by
+6
Created 6 years ago
Updated 1 day ago
llm-awq
by
mit-han-lab
0.3%
3k
Weight quantization research paper for LLM compression/acceleration
Starred by
+4
Created 2 years ago
Updated 4 months ago
skypilot
by
skypilot-org
0.3%
9k
Framework for cloud AI/batch jobs, unifying execution across diverse infrastructure
Starred by
+24
Created 4 years ago
Updated 2 days ago
bitsandbytes
by
bitsandbytes-foundation
0.3%
8k
PyTorch library for k-bit quantization, enabling accessible LLMs
Starred by
+26
Created 4 years ago
Updated 4 days ago
transformer-deploy
by
ELS-RD
0%
2k
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Starred by
+6
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Updated 1 year ago
kernl
by
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0%
2k
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Starred by
+3
Created 3 years ago
Updated 1 year ago
vllm
by
vllm-project
0.8%
64k
LLM serving engine for high-throughput, memory-efficient inference
Starred by
+57
Created 2 years ago
Updated 1 day ago
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by
AntonOsika
0.1%
55k
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Starred by
+17
Created 2 years ago
Updated 6 months ago
SqueezeLLM
by
SqueezeAILab
0%
708
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Starred by
Created 2 years ago
Updated 1 year ago
rebuff
by
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0.2%
1k
SDK for LLM prompt injection detection
Starred by
Created 2 years ago
Updated 1 year ago
exllama
by
turboderp
0.0%
3k
Llama implementation for memory-efficient quantized weights
Starred by
+6
Created 2 years ago
Updated 2 years ago
llama-cpp-python
by
abetlen
0.3%
10k
Python bindings for llama.cpp, enabling local LLM inference
Starred by
+11
Created 2 years ago
Updated 3 months ago
ctransformers
by
marella
0.1%
2k
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Starred by
+8
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Updated 1 year ago
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by
facebookresearch
0.3%
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+52
Created 8 years ago
Updated 6 days ago
netron
by
lutzroeder
0.2%
32k
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Starred by
+23
Created 15 years ago
Updated 1 day ago
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by
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0.1%
5k
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Starred by
+13
Created 8 years ago
Updated 2 months ago
deepsparse
by
neuralmagic
0%
3k
CPU inference runtime for sparse deep learning models
Starred by
Created 5 years ago
Updated 6 months ago
qlora
by
artidoro
0.1%
11k
Finetuning tool for quantized LLMs
Starred by
+19
Created 2 years ago
Updated 1 year ago
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by
BlinkDL
0%
10k
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Starred by
+4
Created 2 years ago
Updated 2 months ago
rwkv.cpp
by
RWKV
0.1%
2k
CPU inference lib for RWKV language model
Starred by
Created 2 years ago
Updated 8 months ago
RWKV-LM
by
BlinkDL
0.1%
14k
RNN for LLM, transformer-level performance, parallelizable training
Starred by
+29
Created 4 years ago
Updated 2 weeks ago
scikit-llm
by
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0.1%
3k
SDK for integrating LLMs into scikit-learn pipelines
Starred by
+1
Created 2 years ago
Updated 1 month ago
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by
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0.0%
12k
Private chat with local GPT with document, images, video, etc
Starred by
+3
Created 2 years ago
Updated 1 month ago
ggml
by
ggml-org
0.2%
14k
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+16
Created 3 years ago
Updated 6 days ago
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by
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0.3%
18k
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Created 2 years ago
Updated 6 days ago
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by
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0.1%
704
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Created 2 years ago
Updated 2 years ago
AutoGPTQ
by
AutoGPTQ
0.1%
5k
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Starred by
+12
Created 2 years ago
Updated 7 months ago
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by
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0.1%
4k
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+14
Created 2 years ago
Updated 1 month ago
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by
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0.1%
57k
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Starred by
+13
Created 2 years ago
Updated 1 year ago
StableLM
by
Stability-AI
0.0%
16k
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Starred by
+25
Created 2 years ago
Updated 1 year ago
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by
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0.1%
16k
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Starred by
+3
Created 2 years ago
Updated 9 months ago
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by
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0.1%
5k
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Starred by
+8
Created 2 years ago
Updated 11 months ago
OpenChatKit
by
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0.0%
9k
Open-source toolkit for building specialized/general-purpose chat models
Starred by
+13
Created 2 years ago
Updated 1 year ago
FastChat
by
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0.1%
39k
Open platform for training, serving, and evaluating LLM-based chatbots
Starred by
+36
Created 2 years ago
Updated 6 months ago
chatbot-ui
by
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0.1%
33k
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Starred by
+14
Created 2 years ago
Updated 1 year ago
text-generation-webui
by
oobabooga
0.1%
46k
Web UI for LLM text generation
Starred by
+24
Created 2 years ago
Updated 2 days ago
gpt4all
by
nomic-ai
0.0%
77k
Desktop app for local LLM inference, no GPU/API needed
Starred by
+29
Created 2 years ago
Updated 6 months ago
pathos
by
uqfoundation
0.1%
1k
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Starred by
Created 12 years ago
Updated 1 month ago
alpha-rptr
by
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0.2%
613
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Starred by
Created 5 years ago
Updated 9 months ago
OpenBB
by
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0.6%
55k
Financial data platform for analysts, quants, and AI agents
Starred by
+13
Created 5 years ago
Updated 2 days ago
dalle-flow
by
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0%
3k
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Starred by
Created 3 years ago
Updated 2 years ago
dalle-mini
by
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0.0%
15k
Text-to-image model for generating images from text prompts
Starred by
+15
Created 4 years ago
Updated 2 years ago
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by
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0%
2k
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Starred by
Created 8 years ago
Updated 1 year ago
interpret
by
interpretml
0.1%
7k
ML interpretability Python package for glassbox models and blackbox explanations
Starred by
+2
Created 6 years ago
Updated 2 days ago
jetson-containers
by
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0.8%
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Container build system for NVIDIA Jetson AI/ML development
Starred by
Created 5 years ago
Updated 3 days ago
PowerToys
by
microsoft
0.2%
126k
Windows power-user toolkit for customization and efficiency
Starred by
+5
Created 6 years ago
Updated 1 day ago
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by
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0.1%
29k
ML resource collection: papers/blogs sharing data science & ML production work
Starred by
+8
Created 5 years ago
Updated 1 year ago
streamlit
by
streamlit
0.3%
42k
SDK for rapidly building interactive data apps
Starred by
+20
Created 6 years ago
Updated 2 days ago
TextAttack
by
QData
0.2%
3k
Python framework for NLP adversarial attacks, data augmentation, and model training
Starred by
+4
Created 6 years ago
Updated 4 months ago
caliban
by
google
0%
500
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