Hang out with your friends on our desktop app and keep the conversation going on mobile. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. Add adepter selection argument. py. 論文内での順に従って書いている訳ではないです。. 著者部分を見ればわかるようにたくさんの人と組織が関わっている研究。. @picocreator for getting the project feature complete for RWKV mainline release 指令微调/Chat 版: RWKV-4 Raven . No, currently using RWKV-4-Pile-3B-20221110-ctx4096. 💡 Get help. AI00 Server基于 WEB-RWKV推理引擎进行开发。 . Table of contents TL;DR; Model Details; Usage; Citation; TL;DR Below is the description from the original repository. ) . api kubernetes bloom ai containers falcon tts api-rest llama alpaca vicuna guanaco gpt-neox llm stable-diffusion rwkv gpt4all Updated Nov 22, 2023; C++; getumbrel / llama-gpt Star 9. Finally you can also follow the main developer's blog. 💯AI00 RWKV Server . With this implementation you can train on arbitrarily long context within (near) constant VRAM consumption; this increasing should be, about 2MB per 1024/2048 tokens (depending on your chosen ctx_len, with RWKV 7B as an example) in the training sample, which will enable training on sequences over 1M tokens. RWKV time-mixing block formulated as an RNN cell. pth └─RWKV-4-Pile-1B5-20220822-5809. . . It can be directly trained like a GPT (parallelizable). 3 vs 13. . Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。{"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":". ) DO NOT use RWKV-4a and RWKV-4b models. . Start a page. . github","contentType":"directory"},{"name":"RWKV-v1","path":"RWKV-v1. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。{"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. . One thing you might notice - there's 15 contributors, most of them Russian. So it's combining the best of RNN and transformers - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding. Raven🐦14B-Eng v7 (100% RNN based on #RWKV). The memory fluctuation still seems to be there, though; aside from the 1. environ["RWKV_CUDA_ON"] = '1' in v2/chat. So it has both parallel & serial mode, and you get the best of both worlds (fast and saves VRAM). RWKV is an RNN with transformer-level LLM performance. Still not using -inf as that causes issues with typical sampling. Resources. Fix LFS release. 3 MiB for fp32i8. It can be directly trained like a GPT (parallelizable). ) Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. The script can not find compiled library file. 兼容OpenAI的ChatGPT API. When you run the program, you will be prompted on what file to use,You signed in with another tab or window. Downloads last month 0. blog. RWKV is a large language model that is fully open source and available for commercial use. from_pretrained and RWKVModel. Table of contents TL;DR; Model Details; Usage; Citation; TL;DR Below is the description from the original repository. RisuAI. md","path":"README. When looking at RWKV 14B (14 billion parameters), it is easy to ask what happens when we scale to 175B like GPT-3. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). I am an independent researcher working on my pure RNN language model RWKV. Would love to link RWKV to other pure decentralised tech. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。RWKV is a project led by Bo Peng. 6. github","contentType":"directory"},{"name":"RWKV-v1","path":"RWKV-v1. Choose a model: Name. It suggests a tweak in the traditional Transformer attention to make it linear. With LoRa & DeepSpeed you can probably get away with 1/2 or less the vram requirements. RWKV is a Sequence to Sequence Model that takes the best features of Generative PreTraining (GPT) and Recurrent Neural Networks (RNN) that performs Language Modelling (LM). Tavern charaCloud is an online characters database for TavernAI. By default, they are loaded to the GPU. macOS 10. github","path":". 3 MiB for fp32i8. Download. RWKV is an RNN with transformer. The funds collected from the donations will primarily be used to pay for charaCloud server and its maintenance. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。Discover amazing ML apps made by the communityRwkvstic, pronounced however you want to, is a library for interfacing and using the RWKV-V4 based models. Tweaked --unbantokens to decrease the banned token logit values further, as very rarely they could still appear. . An adventure awaits. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. Download RWKV-4 weights: (Use RWKV-4 models. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. Use v2/convert_model. Notes. 无需臃肿的pytorch、CUDA等运行环境，小巧身材，开箱即用！ . llama. Use v2/convert_model. So we can call R "receptance", and sigmoid means it's in 0~1 range. . Vicuna: a chat assistant fine-tuned on user-shared conversations by LMSYS. Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. Related posts. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。Usually we make fun of people for not showering when they actually have poor hygiene, especially in public I'm speaking from experience when I say that they actually don't shower. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. He recently implemented LLaMA support in transformers. So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。This command first goes with --model or --hf-path. Use v2/convert_model. . Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. has about 200 members maybe lol. ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source. RWKV (Receptance Weighted Key Value) RWKV についての調査記録。. 0;To use the RWKV wrapper, you need to provide the path to the pre-trained model file and the tokenizer's configuration. . r/wkuk discord server. . It supports VULKAN parallel and concurrent batched inference and can run on all GPUs that support VULKAN. 名称含义，举例：RWKV-4-Raven-7B-v7-ChnEng-20230404-ctx2048. For example, in usual RNN you can adjust the time-decay of a. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. To explain exactly how RWKV works, I think it is easiest to look at a simple implementation of it. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. I hope to do “Stable Diffusion of large-scale language models”. . Use v2/convert_model. Learn more about the project by joining the RWKV discord server. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. . {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. Get BlinkDL/rwkv-4-pile-14b. RWKV Language Model ;. 2023年5月に発表され、Transformerを凌ぐのではないかと話題のモデル。. The GPUs for training RWKV models are donated by Stability. Raven表示模型系列，Raven适合与用户对话，testNovel更适合写网文. You can use the "GPT" mode to quickly computer the hidden state for the "RNN" mode. github","contentType":"directory"},{"name":"RWKV-v1","path":"RWKV-v1. 基于 transformer 的模型的主要缺点是，在接收超出上下文长度预设值的输入时，推理结果可能会出现潜在的风险，因为注意力分数是针对训练时的预设值来同时计算整个序列的。. See for example the time_mixing function in RWKV in 150 lines. 5. Jittor version of ChatRWKV which is like ChatGPT but powered by RWKV (100% RNN) language model, and open source. Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM. RWKV Overview. RNN 本身. deb tar. Learn more about the project by joining the RWKV discord server. md at main · lzhengning/ChatRWKV-JittorChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。ChatRWKV (pronounced as "RwaKuv", from 4 major params: R W K V) ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). Inference speed. Memberships Shop NEW Commissions NEW Buttons & Widgets Discord Stream Alerts More. So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free. pth └─RWKV-4-Pile-1B5-Chn-testNovel-done-ctx2048-20230312. cpp, quantization, etc. 0; v1. Ahh you mean the "However some tiny amt of QKV attention (as in RWKV-4b)" part of the message. How it works: RWKV gathers information to a number of channels, which are also decaying with different speeds as you move to the next token. RWKV为模型名称. 09 GB RWKV raven 14B v11 (Q8_0) - 15. I have finished the training of RWKV-4 14B (FLOPs sponsored by Stability EleutherAI - thank you!) and it is indeed very scalable. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. 1k. cpp. The function of the depth wise convolution operator: Iterates over two input Tensors w and k, Adds up the product of the respective elements in w and k into s, Saves s to an output Tensor out. Referring to the CUDA code 3, we customized a Taichi depthwise convolution operator 4 in the RWKV model using the same optimization techniques. Look for newly created . - ChatRWKV-Jittor/README. I hope to do “Stable Diffusion of large-scale language models”. Select adapter. Transformers have revolutionized almost all natural language processing (NLP) tasks but suffer from memory and computational complexity that scales quadratically with sequence length. Select adapter. ChatRWKV is similar to ChatGPT but powered by RWKV (100% RNN) language model and is open source. Use v2/convert_model. It is possible to run the models in CPU mode with --cpu. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。Neo4j in a nutshell: Neo4j is an open-source database management system that specializes in graph database technology. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. To associate your repository with the gpt4all topic, visit your repo's landing page and select "manage topics. ChatGLM: an open bilingual dialogue language model by Tsinghua University. It can be directly trained like a GPT (parallelizable). Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). RWKV is an RNN with transformer. Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. v1. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. RWKV is a RNN with Transformer-level performance, which can also be directly trained like a GPT transformer (parallelizable). js and llama thread. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. 兼容OpenAI的ChatGPT API接口。 . You can also try. py","path. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others. RWKV LM:. ), scalability (dataset. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). This way, the model can be used as recurrent network: passing inputs for timestamp 0 and timestamp 1 together is the same as passing inputs at timestamp 0, then inputs at timestamp 1 along with the state of. RWKVは高速でありながら省VRAMであることが特徴で、Transformerに匹敵する品質とスケーラビリティを持つRNNとしては、今のところ唯一のもので. . Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. RisuAI. Almost all such "linear transformers" are bad at language modeling, but RWKV is the exception. RWKV. . -temp=X: Set the temperature of the model to X, where X is between 0. It uses napi-rs for channel messages between node. py to convert a model for a strategy, for faster loading & saves CPU RAM. Jul 23 08:04. RWKV Overview. rwkv-4-pile-169m. ), scalability (dataset processing & scrapping) and research (chat-fine tuning, multi-modal finetuning, etc. We would like to show you a description here but the site won’t allow us. 313 followers. Bo 还训练了 RWKV 架构的 “chat” 版本: RWKV-4 Raven 模型。RWKV-4 Raven 是一个在 Pile 数据集上预训练的模型，并在 ALPACA、CodeAlpaca、Guanaco、GPT4All、ShareGPT 等上进行了微调。 Upgrade to latest code and "pip install rwkv --upgrade" to 0. ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source. As such, the maximum context_length will not hinder longer sequences in training, and the behavior of WKV backward is coherent with forward. Save Page Now. pth . gitattributes └─README. Select a RWKV raven model to download: (Use arrow keys) RWKV raven 1B5 v11 (Small, Fast) - 2. fine tune [lobotomize :(]. RWKV is an RNN with transformer-level LLM performance. We’re on a journey to advance and democratize artificial intelligence through open source and open science. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. py \ --rwkv-cuda-on \ --rwkv-strategy STRATEGY_HERE \ --model RWKV-4-Pile-7B-20230109-ctx4096. ai. RWKV is an RNN with transformer-level LLM performance. py to convert a model for a strategy, for faster loading & saves CPU RAM. . Learn more about the model architecture in the blogposts from Johan Wind here and here. Just two weeks ago, it was ranked #3 against all open source models (#6 if you include ChatGPT and Claude). 0 and 1. RWKV pip package: (please always check for latest version and upgrade) . python discord-bot nlp-machine-learning discord-automation discord-ai gpt-3 openai-api discord-slash-commands gpt-neox. Llama 2: open foundation and fine-tuned chat models by Meta. So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding. . @picocreator - is the current maintainer of the project, ping him on the RWKV discord if you have any. . gz. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. 0. ChatGLM: an open bilingual dialogue language model by Tsinghua University. Cost estimates for Large Language Models. RWKV-v4 Web Demo. Community Discord open in new window. Neo4j allows you to represent and store data in nodes and edges, making it ideal for handling connected data and relationships. Add adepter selection argument. py This test includes a very extensive UTF-8 test file covering all major (and many minor) languages Designated maintainer . RWKV v5. I haven't kept an eye out on whether or not there was a difference in speed. This gives all LLMs basic support for async, streaming and batch, which by default is implemented as below: Async support defaults to calling the respective sync method in. Perhaps it just fell back to exllama and this might be an exllama issue?Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the moderators via RWKV discord open in new window. And, it's 100% attention-free (You only need the hidden state at. . 支持VULKAN推理加速，可以在所有支持VULKAN的GPU上运行。不用N卡！！！A卡甚至集成显卡都可加速！！！ . Code. Android. Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. . With this implementation you can train on arbitrarily long context within (near) constant VRAM consumption; this increasing should be, about 2MB per 1024/2048 tokens (depending on your chosen ctx_len, with RWKV 7B as an example) in the training sample, which will enable training on sequences over 1M tokens. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). . 22-py3-none-any. 2. E:GithubChatRWKV-DirectMLv2fsxBlinkDLHF-MODEL wkv-4-pile-1b5 └─. -temp=X : Set the temperature of the model to X, where X is between 0. It can be directly trained like a GPT (parallelizable). It can be directly trained like a GPT (parallelizable). 0. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). Use v2/convert_model. Training sponsored by Stability EleutherAI :)GET DISCORD FOR ANY DEVICE. So it's combining the best of RNN and transformer - great performance, fast inference, fast training, saves VRAM, "infinite" ctxlen, and free sentence embedding. First I looked at existing LORA implementations of RWKV which I discovered from the very helpful RWKV Discord. 5B-one-state-slim-16k-novel-tuned. The python script used to seed the refence data (using huggingface tokenizer) is found at test/build-test-token-json. RWKV is an RNN with transformer-level LLM performance. md","contentType":"file"},{"name":"RWKV Discord bot. Hardware is a Ryzen 5 1600, 32GB RAM, GeForce GTX 1060 6GB VRAM. to run a discord bot or for a chat-gpt like react-based frontend, and a simplistic chatbot backend server To load a model, just download it and have it in the root folder of this project. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. See for example the time_mixing function in RWKV in 150 lines. Training sponsored by Stability EleutherAI :) Download RWKV-4 weights: (Use RWKV-4 models. Download RWKV-4 weights: (Use RWKV-4 models. . py to convert a model for a strategy, for faster loading & saves CPU RAM. Use v2/convert_model. github","contentType":"directory"},{"name":"RWKV-v1","path":"RWKV-v1. Learn more about the project by joining the RWKV discord server. No foundation model. from_pretrained and RWKVModel. I believe in Open AIs built by communities, and you are welcome to join the RWKV community :) Please feel free to msg in RWKV Discord if you are interested. cpp, quantization, etc. Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). There will be even larger models afterwards, probably on an updated Pile. ). {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. RWKV is an open source community project. Everything runs locally and accelerated with native GPU on the phone. RWKV-7 . The best way to try the models is with python server. RWKV is an open source community project. xiaol/RWKV-v5-world-v2-1. RWKV: Reinventing RNNs for the Transformer Era — with Eugene Cheah of UIlicious The international, uncredentialed community pursuing the "room temperature. py to enjoy the speed. 更多RWKV项目：链接[8] 加入我们的Discord：链接[9]（有很多开发者）. . py to convert a model for a strategy, for faster loading & saves CPU RAM. The RWKV model was proposed in this repo. 0 17 5 0 Updated Nov 19, 2023 World-Tokenizer-Typescript PublicNote: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"RWKV-v1","path":"RWKV-v1","contentType":"directory"},{"name":"RWKV-v2-RNN","path":"RWKV-v2. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. RWKV is an RNN with transformer. installer download (do read the installer README instructions) open in new window. Note: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. # Various RWKV related links. . The inference speed (and VRAM consumption) of RWKV is independent of. 一键拥有你自己的跨平台 ChatGPT 应用。 - GitHub - Yidadaa/ChatGPT-Next-Web. RWKV-v4 Web Demo. rwkvの実装については、rwkv論文の著者の一人であるジョハン・ウィンドさんが約100行のrwkvの最小実装を解説付きで公開しているので気になった人. It can be directly trained like a GPT (parallelizable). github","contentType":"directory"},{"name":"RWKV-v1","path":"RWKV-v1. RWKV is an RNN with transformer. - Releases · cgisky1980/ai00_rwkv_server. . Note RWKV_CUDA_ON will build a CUDA kernel (much faster & saves VRAM). Models; Datasets; Spaces; Docs; Solutions Pricing Log In Sign Up 35 24. Note RWKV is parallelizable too, so it's combining the best of RNN and transformer. 09 GB RWKV raven 14B v11 (Q8_0) - 15. Account & Billing Stream Alerts API Help. 2, frequency penalty. py to convert a model for a strategy, for faster loading & saves CPU RAM. AI00 RWKV Server is an inference API server based on the RWKV model. BlinkDL/rwkv-4-pile-14bNote: RWKV-4-World is the best model: generation & chat & code in 100+ world languages, with the best English zero-shot & in-context learning ability too. Hugging Face Integration open in new window. github","path":". RWKV is a RNN that also works as a linear transformer (or we may say it's a linear transformer that also works as a RNN). I have finished the training of RWKV-4 14B (FLOPs sponsored by Stability EleutherAI - thank you!) and it is indeed very scalable. Charles Frye · 2023-07-25. 5b : 15gb. --model MODEL_NAME_OR_PATH. Feature request. RWKV is an RNN with transformer. 支持VULKAN推理加速，可以在所有支持VULKAN的GPU上运行。不用N卡！！！A卡甚至集成显卡都可加速！！！ . github","path":". github","path":". . You can configure the following setting anytime. Zero-shot comparison with NeoX / Pythia (same dataset. It can be directly trained like a GPT (parallelizable). ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. py --no-stream. Training sponsored by Stability EleutherAI :) 中文使用教程，请往下看，在本页面底部。RWKV is a project led by Bo Peng. Replace all repeated newlines in the chat input. Use parallelized mode to quickly generate the state, then use a finetuned full RNN (the layers of token n can use outputs of all layer of token n-1) for sequential generation. Discord Users have the ability to communicate with voice calls, video calls, text messaging, media and files in private chats or as part of communities called "servers". It has Transformer Level Performance without the quadratic attention. ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. DO NOT use RWKV-4a. Use v2/convert_model.