Open llama 7b. 1 on English academic benchmarks.

Open llama 7b. Open Llama 2 Ko 7b is an advanced language model that combines efficiency and capabilities. The model serves as a drop-in replacement for the original LLaMA in existing implementations. Our models outperform open-source chat models on most benchmarks we tested, and based on our human evaluations for helpfulness and safety Various training, inference and validation code and results related to Open LLM's that were pretrained (full or partially) on the Dutch language. Our comprehensive guide covers hardware requirements like GPU CPU and RAM. The Mistral AI team has noted that Mistral 7B: Outperforms Llama 2 13B on all benchmarks Outperforms Llama 1 34B on many benchmarks Approaches CodeLlama 7B performance on code, while remaining good at English tasks Versions Sep 4, 2025 · 89% of companies now use open source AI with 25% higher ROI. The model will start downloading. First, for the GPTQ version, you'll want a decent GPU with at least 6GB VRAM. But for the GGML / GGUF format, it's more about having enough RAM. Quantization Parameters May 4, 2023 · The OpenLLaMA project releases an open-source reproduction of Meta AI’s LLaMA large language model, with a permissive license for users. These models can serve as drop-in replacements for the original LLaMA models. Our model weights can serve as the drop in replacement of LLaMA in existing implementations. 0. At this moment (March 29th, 2024) this repository contains the Google Colaboratory notebooks for finetuning and inference of the following Open LLM's: Qwen1. It is open source, available for commercial use, and matches the quality of LLaMA-7B. This release includes model weights and starting code for pre-trained and fine-tuned Llama language models — ranging from 7B to 70B parameters. Developed by researchers at Berkeley AI Research, it represents a significant milestone in making large language models more accessible to the broader AI community. cpp team on August 21st 2023. These models were trained on open datasets like RedPajama, Falcon refined-web, and StarCoder, and are licensed permissively under Apache 2. 5 words per second, while Llama 2 7B only produces ~0. But what does this mean for you? It means you get a model that's more efficient and accurate in handling tasks like code Jun 14, 2025 · Model Overview open_llama_7b_v2 is an open-source reproduction of Meta AI's LLaMA language model created by openlm-research. The model was trained on 1 trillion tokens using the RedPajama dataset, matching the original LLaMA's training parameters and architecture. Llama-2-Chat models outperform open-source chat models on most benchmarks we tested, and in our human evaluations OLMo 2 is a new family of 7B and 13B models trained on up to 5T tokens. First look at open_llama_7b. This allows for more efficient processing of long-range dependencies in language. 8 words. The model is mainly based on LLaMA with some modifications, incorporating memory-efficient attention from Xformers, stable embedding from Bloom, and shared input-output embedding from PaLM. Contribute to riversun/open_llama_7b_hands_on development by creating an account on GitHub. LLaMA-2-7B-32K Model Description LLaMA-2-7B-32K is an open-source, long context language model developed by Together, fine-tuned from Meta's original Llama-2 7B model. From mult Llemma 7B is a language model for mathematics. With a size of 7B parameters, it's trained on a massive dataset of 1 trillion tokens, known as the RedPajama dataset. Jun 7, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. The model is trained on the RedPajama dataset, achieving performance comparable to the original LLaMA while OpenLLaMA: An Open Reproduction of LLaMA In this repo, we release a permissively licensed open source reproduction of Meta AI's LLaMA large language model. A Model creator: georgesung Original model: open_llama_7b_qlora_uncensored OpenLlama is a free reimplementation of the original Llama Model which is licensed under Apache 2 license. Edit model card open_llama_7b_v2-fp16-ov Model creator: OpenLM Research Original model: open_llama_7b_v2 Description This is open_llama_7b_v2 model converted to the OpenVINO™ IR (Intermediate Representation) format. [4] Llama models come in different sizes, ranging from 1 billion to 2 trillion parameters. When compared against open-source chat models on various benchmarks, Llama-2-Chat excels. More details about the model can be found in HuggingFace model card. 5GB in total, containing approximately 1. It is a permissively licensed reproduction of Meta AI's LLaMA model. Getting Started Here, we’ll explore how to load the weights and use the models effectively. This model is designed to be efficient and fast, allowing for quick generation of text and responses. The following files can be used with llama. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and Details and insights about Open Llama 7B V2 LLM by openlm-research: benchmarks, internals, and performance insights. 3B parameter model that: Outperforms Llama 2 13B on all benchmarks Outperforms Llama 1 34B on many benchmarks Approaches CodeLlama 7B performance on code, while remaining good at English tasks Jun 9, 2023 · Prompt used to generate the draft template for this blog using Open-LLama-7B-Open-Instruct Internally, we’ve observed that this instruction-tuned OpenLLaMA model matches up to non-commercial Use in Transformers import os import torch from transformers import AutoModelForCausalLM, AutoTokenizer model_name = 'VMware/open-llama-7b-open-instruct' tokenizer = AutoTokenizer. The CodeLlama-7b model can be run for infilling with the command below (nproc_per_node needs to be set to the MP value): Jul 18, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. I just trained an OpenLLaMA-7B fine-tuned on uncensored Wizard-Vicuna conversation dataset, the model is available on HuggingFace: georgesung/open_llama_7b_qlora_uncensored I tested some ad-hoc prompts with it and the results look decent, available in this Colab notebook. Experience top performance, multimodality, low costs, and unparalleled efficiency. It is part of a series of 3B, 7B, and 13B models released by the openlm-research team. This repository contains the GGML models for the latest 700 billion token (700bt) preview of the Open Llama 7b model. Llama is a family of large language models ranging from 7B to 65B parameters. VMware Open Llama 7b V2 Open Instruct Gguf is a powerful AI model that excels in tasks like code generation and conversation. We’re on a journey to advance and democratize artificial intelligence through open source and open science. As of June 2023, the model is still training, with 3B, 7B, and 13B parameter models available. This model represents our efforts to contribute to the rapid progress of the open-source ecosystem for large language models. 5k 404 Discover Llama 4's class-leading AI models, Scout and Maverick. The model is fine-tuned on OASST1 and Dolly2 datasets to enhance chatting ability. 8B parameter pre-trained language model based on GPT-NEOX architecture. cpp quant methods and new k-quant methods, to achieve faster inference times and lower May 3, 2023 · There’s a lot of controversy about “7B is good enough and small enough for consumer hardware so it’s good enough fullstop” …but, although it is true that for a fixed compute budget that these small models can have impressive results with good training data, it is also true that smaller models (7B) appear to have an upper performance bound that is beaten easily by larger well trained Click the Model tab. Jun 14, 2025 · Model Overview open_llama_7b is a permissively licensed reproduction of Meta AI's LLaMA language model developed by openlm-research. when debugging an eos_token issue). 0 licensed model was trained on 1T tokens using a mix of high-quality datasets including Falcon refined-web, StarCoder, and selected components of RedPajama. 1 on English academic benchmarks. Click Download. from_pretrained (model_name, use_fast=False) model = AutoModelForCausalLM. Mistral is a 7B parameter model, distributed with the Apache license. Compatibility The provided OpenVINO™ IR model is compatible with: OpenVINO version 2024. These files are GGML format model files for VMware's Open Llama 7B v2 Open Instruct. float16, device_map='sequential') prompt_template = "Below is an instruction that describes a Feb 24, 2023 · Gemma vs. But what makes it unique? It uses a variety of quantization methods, including original llama. Browse Ollama's library of models. Initial release: 2023-04-28 Jul 18, 2023 · In this work, we develop and release Llama 2, a collection of pretrained and fine-tuned large language models (LLMs) ranging in scale from 7 billion to 70 billion parameters. 7B-parameter foundational LLM by Meta for text generation tasks. OpenLLaMA models are trained on 1 trillion tokens of data, including the RedPajama dataset, and exhibit comparable performance to the original LLaMA Pinned open_llama Public OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset 7. Moreover, in terms of Mayan EDMS (Open source document management system to organize, tag, search, and automate your files with powerful Ollama driven workflows. It's trained on a dataset of 7 billion parameters and has been fine-tuned for tasks like text generation and conversation. Jul 18, 2023 · Llama 2 7B is a transformer-based language model developed by Meta with 7 billion parameters, trained on 2 trillion tokens with a 4,096-token context length. It was initialized with Code Llama 7B weights, and trained on the Proof-Pile-2 for 200B tokens. We are releasing 3B, 7B and 13B models trained on 1T tokens. I'm trying to fine tune openlm-research/open_llama_7b using the Aug 24, 2023 · Code Llama reaches state-of-the-art performance among open models on several code benchmarks, with scores of up to 67% and 65% on HumanEval and MBPP, respectively. As a member of the broader Code Llama suite, it specializes in generating, completing, and analyzing code across a range of programming languages. Trained on 1 trillion tokens, it achieves a throughput of over 2200 tokens per second per TPU-v4 chip. See example_infilling. With 7 billion parameters and a focus on Korean language processing, it's designed to handle tasks like text generation and conversation. The evaluation results of this model on some datasets are given below (the following indicators are Accuracy, the bigger the better): The LLaMA results are generated by running the original LLaMA model on the same evaluation metrics. You should only use this repository if you have been granted access to the model by filling out this form but either lost your copy of the weights or got some trouble converting them to the Transformers format. 3, Mixtral, Gemma & more. Compare the top 15 models: DeepSeek R1, Llama 3. We have released The latest model PMC_LLaMA_13B finetuned on Sep 30, 2024 · The optimal desktop PC build for running Llama 2 and Llama 3. It's built on the Open Llama 7B v2 model, which has been fine-tuned for improved performance on code-related tasks. OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. These models are available as open source for both research and commercial purposes, except for the Llama 2 34B model, which has been trained but not publicly released by researchers. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against Evaluation Open-Chinese-LLaMA-7B performs far better than the original LLaMA on various tasks in Chinese and English datasets. This version resolves some issues with the Jul 19, 2023 · The new generation of Llama models comprises three large language models, namely Llama 2 with 7, 13, and 70 billion parameters, along with the fine-tuned conversational models Llama-2-Chat 7B, 34B, and 70B. It's designed to be a powerful tool for natural language processing tasks. 19. Check out the project homepage here! What is open_llama_7b_v2? OpenLLaMA 7B v2 is a permissively licensed open-source reproduction of Meta AI's LLaMA language model. Under Download custom model or LoRA, enter TheBloke/open-llama-7b-open-instruct-GPTQ. The model is open for COMMERCIAL USE. Open-Llama is an open-source project that offers a complete training pipeline for building large language models, ranging from dataset preparation to tokenization, pre-training, prompt tuning, lora, and the reinforcement learning technique RLHF. It was developed by openlm-research and released with permissive Apache 2. It delivers performance comparable to the original LLaMA across most tasks. In this repo, we present a permissively The official codes for "PMC-LLaMA: Towards Building Open-source Language Models for Medicine". And the model is pre-trained on both Chinese and English, which gives it better performance on Chinese The Open Llama 7B V2 Open Instruct model is an instruction-tuned version of the fully trained Open LLama 7B v2 model, designed for commercial use. The model supports text generation in English and 27 other languages, with chat-optimized variants fine-tuned using supervised learning and reinforcement learning from human feedback for dialogue applications. 7B and 13B We’re on a journey to advance and democratize artificial intelligence through open source and open science. A growing list of Software is using it and can therefore use this model. LLama 2 Llama 2 encompasses a range of generative text models, both pretrained and fine-tuned, with sizes from 7 billion to 70 billion parameters. from_pretrained (model_name, torch_dtype= torch. 1 LLM at home. In this repo, we present a permissively The Open Llama 7b Open Instruct GGML model is designed to efficiently process natural language tasks. Besides, Mistral 7B produces more complete answers with an average answer length of 248, while Llama 2 7B only generates sentences with 75 words. Valid for commercial use. Understand its performance, training, and commercial use. olmo2 OLMo 2 is a new family of 7B and 13B models trained on up to 5T tokens. OpenLLaMA also includes a smaller 3B variant of the LLaMA model. 0 and higher Optimum Intel 1. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against This is open_llama_7b_v2 model converted to the OpenVINO™ IR (Intermediate Representation) format with weights compressed to INT4 by NNCF. co supports a free trial of the open_llama_7b_v2 model, and also provides paid use of the open_llama_7b_v2. Feb 24, 2023 · Overview OpenLLaMA is an effort from OpenLM Research to offer a non-gated version of LLaMa that can be used both for research and commercial applications. Such as the open llama 3b and 7B base models? OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. ) Abstract We introduce LLaMA, a collection of founda-tion language models ranging from 7B to 65B parameters. This version represents a significant improvement over the v1 model, trained on a diverse mixture of high-quality datasets. The generated corpus files are 1. Features: 7b LLM, VRAM: 13. 73K subscribers in the LocalLLaMA community. open_llama_7b_v2 huggingface. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. Meta developed and released the Llama 2 family of large language models (LLMs), a collection of pretrained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters. Apr 18, 2024 · Today, we’re introducing Meta Llama 3, the next generation of our state-of-the-art open source large language model. These models are designed to serve as drop-in replacements for LLaMA in existing implementations, offering flexibility and ease of access. Open llama 7b Efficient language model OpenLLaMA is a powerful, open-source language model that shows impressive performance in various tasks. You can try this model directly from the Demo. Gemma was first released as a family of open models from Google -- 2B and 7B-parameter models, as of February 2024 -- intended for developers and compute-constrained devices. These models are focused on efficient inference (important for serving language models) by training a smaller model on more tokens rather than training a larger model on fewer tokens. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against Llama 2 Llama 2 is a collection of pretrained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters. Model Inputs and Outputs The model processes text prompts and generates natural language responses The Open Llama 7b Open Instruct model is an instruction-tuned version of the fully trained Open LLama 7B model, designed for commercial use. In this repo, we present a permissively May 3, 2023 · OpenLLaMA 7B是UC Berkeley的博士生Hao Liu发起的一个开源LLaMA复刻项目。 OpenLLaMA项目简介 MetaAI发布LLaMA模型的时候，在论文中详细描述了模型的架构、数据集的处理等信息，并向业界发布了预训练结果。但是LLaMA的许可有一个限制是任何基于LLaMA微调的模型都需要从MetaAI申请原始的预训练结果文件，不允许 Jan 23, 2024 · Once completed, we plot the metrics, and we can see that Mistral 7B is much faster than Llama 2 7B by producing an average of ~1. Find your perfect match with our detailed comparison guide. The model is trained on 1 trillion tokens and has a context length of 2048, which can be adjusted to suit specific needs. The 7B, 13B and 70B base and instruct models have also been trained with fill-in-the-middle (FIM) capability, allowing them to insert code into existing code, meaning they can Use in Transformers import os import torch from transformers import AutoModelForCausalLM, AutoTokenizer model_name = 'VMware/open-llama-7B-open-instruct' tokenizer = AutoTokenizer. Evaluations OpenHermes 2. About GGUF format gguf is the current file format used by the ggml library. This contains the weights for the LLaMA-7b model. In this repo, OpenLM-Research presents a permissively licensed open source reproduction of Meta AI’s LLaMA large language model. LLaMA is a family of open-source large language models from Meta AI that perform as well as closed-source models. Jun 24, 2023 · OpenLLaMA-Chinese is built on OpenLLaMA, which is a permissively licensed open-source reproduction of Meta AI's LLaMA 7B and 13B models, trained on the RedPajama dataset. Built using architectural improvements including RMSNorm, SwiGLU activation, and rotary positional embeddings, the model was trained on approximately one trillion tokens from publicly available datasets. We train our models on trillions of tokens, and show that it is possible to train state-of-the-art models using publicly… Code Llama is available in four sizes with 7B, 13B, 34B, and 70B parameters respectively. Multiple GPTQ parameter permutations are provided; see Provided Files below for details of the options provided, their parameters, and the software used to create them. We train our models on trillions of tokens, and show that it is possible to train state-of-the-art models using publicly avail-able datasets exclusively, without resorting to proprietary and inaccessible datasets. OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. Jun 7, 2023 · OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. We train our models on trillions of tokens, and show that it is possible to train state-of-the-art models using publicly available datasets exclusively, without resorting to proprietary and inaccessible datasets. We are releasing a series of 3B, 7B and 13B models trained on 1T tokens. co is an AI model on huggingface. " Jul 2, 2023 · Setup To start playing around with instruction fine-tuning, I decided to use OpenLLaMA-7B as a base model. co that provides open_llama_7b_v2's model effect (), which can be used instantly with this openlm-research open_llama_7b_v2 model. This is the 7B parameter version, available for both inference and fine-tuning. OpenLLaMA: An Open Reproduction of LLaMA TL;DR: we are releasing our public preview of OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA. In this repo, we present a permissively May 28, 2024 · Model overview open_llama_7b is a 7 billion parameter version of the OpenLLaMA large language model, an open source reproduction of Meta AI's LLaMA model. 5B, 7B, 8B, 14B, 32B, and 70B checkpoints based on Qwen2. Abstract We introduce LLaMA, a collection of founda-tion language models ranging from 7B to 65B parameters. Concept of open-llama-7b-vi This is a OpenLLama model finetuned on texts in the Vietnamese language. The open_llama_3b_v2 model is an improved Llama 2 7B - GGUF Model creator: Meta Original model: Llama 2 7B Description This repo contains GGUF format model files for Meta's Llama 2 7B. We are releasing a 7B and 3B model trained on 1T tokens, as well as the preview of a 13B model trained on 600B tokens. The model has been converted to work with the Hugging Face Transformers library, making it more accessible to researchers and developers. The models exhibit comparable or better performance than the We introduce LLaMA, a collection of foundation language models ranging from 7B to 65B parameters. cpp. This repository is intended as OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. Notably, Code Llama - Python 7B outperforms Llama 2 70B on HumanEval and MBPP, and all our models outperform every other publicly available model on MultiPL-E. Feb 24, 2023 · We trained LLaMA 65B and LLaMA 33B on 1. g. It's been fine-tuned on an improved instruction tuning dataset, making it perform better on code compared to its predecessor. We are releasing a series of 3B, 7B and 13B models trained on different data mixtures. Here are some of our projects: OpenLLaMA OpenLLaMA is our permissively licensed open source reproduction of Meta AI’s LLaMA model trained on the RedPajama dataset. We note that our results for the LLaMA model differ slightly from the original LLaMA paper, which we believe is a result of different evaluation protocols. The fine-tuned model, Llama Chat, leverages publicly available instruction datasets and over 1 million human annotations. 0 licensing. float16, device_map = 'sequential') prompt_template = "Below is an instruction that describes Jun 14, 2025 · Model overview open_llama_3b_v2 is an open-source large language model developed by openlm-research. Jun 14, 2025 · Model overview The llama-7b-hf is a 7B parameter version of the LLaMA language model, developed by the FAIR team at Meta AI. Once it's finished it will say "Done" In the top left, click the refresh icon next to Model. Llama-2-7B is a foundational large language model developed by Meta as part of the Llama 2 family, designed for general-purpose text generation in English. About GGUF GGUF is a new format introduced by the llama. 2. This model is under a non-commercial license (see the LICENSE file). Sep 27, 2023 · Mistral AI team is proud to release Mistral 7B, the most powerful language model for its size to date. Subreddit to discuss about Llama, the large language model created by Meta AI. With its ability to handle tasks like text generation and conversation, Open Jun 7, 2023 · OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. Model architecture The model architecture is the same as the original OpenLLama model Training Data The models are trained on the Vietnamese version of Wikipedia. Model Inputs and Outputs The model functions as Open source language model researchOpenLM Research is created by students at UC Berkelely to promote open source language model research. The public preview of the 7B OpenLLaMA model has been trained on 200 billion tokens, and both PyTorch and Jax weights of pre-trained OpenLLaMA models are provided. 0 OpenLLaMA: An Open Reproduction of LLaMA TL;DR: we are releasing our public preview of OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA. 4 trillion tokens. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against Open LLaMA 7B V2 is an open-source reproduction of Meta AI's LLaMA model. It demonstrates capabilities in text generation, reasoning, and code Jun 14, 2025 · open_llama_7b_v2 is an open-source reproduction of Meta AI's LLaMA large language model, developed by openlm-research. Each of these models is trained with 500B tokens of code and code-related data, apart from 70B, which is trained on 1T tokens. TheBloke/open-llama-7b-open-instruct-GGML · Hugging Face TheBloke/open-llama-7b-open-instruct-GPTQ · Hugging Face VMware/open-llama-7b-open-instruct · Hugging Face 107 Sort by: Add a Comment Sep 6, 2023 · The available options are: red-pajama-3b-chat — A 2. Used QLoRA for fine-tuning. These models are on par with or better than equivalently sized fully open models, and competitive with open-weight models such as Llama 3. The Llama model is based on the GPT architecture, but it uses pre-normalization to improve training stability, replaces ReLU with . Llama 2 was pretrained on publicly available online data sources. Please see the project homepage Instruction-tuned version of the fully trained Open LLama 7B v2 model. Jul 9, 2023 · OpenLLaMA is a series of language models that include 3B, 7B, and 13B variants, all trained on 1 trillion tokens. This 7B-parameter model is part of a series of 3B, 7B, and 13B OpenLLaMA models trained on 1 trillion tokens. Meet Ct2fast Open Llama 7b Open Instruct, an AI model that's all about speed and efficiency. Llama 2 is now accessible to individuals, creators, researchers, and businesses of all sizes so that they can experiment, innovate, and scale their ideas responsibly. py for some examples. In this release, we're releasing a public preview of the 7B OpenLLaMA model that has been trained with 200 billion tokens. The results are actually quite good. It is an autoregressive transformer-based model trained on over 1 trillion tokens of data. MPT-7B was trained on the MosaicML platform in 9. Join discord to discuss the development of large language models. Thanks for the open sourced models! This is a major step forward to the democratization of LLMs. Search, download and use models with Ollama all inside the app. MPT-7B is a transformer trained from scratch on 1T tokens of text and code. We are unlocking the power of large language models. OLMo 2 is a new family of 7B and 13B models trained on up to 5T tokens. Please answer questions based on the text content. Aug 31, 2023 · If the 7B open-llama-13b-open-instruct-GGML model is what you're after, you gotta think about hardware in two ways. 5GB, Context: 2K Jun 14, 2025 · Model overview open_llama_3b is an open-source reproduction of Meta AI's LLaMA large language model. Links to other models can be found in the index at the bottom. The pretrained models come with significant improvements over the Llama 1 models, including being trained on 40% more tokens, having a much longer context length (4k tokens 🤯), and using grouped-query attention for fast inference of the 70B model🔥! However OpenLLaMA: An Open Reproduction of LLaMA TL;DR: we are releasing our public preview of OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA. I don't believe messing with alpha values is a good idea, but I've never done it on any model. It is a replacement for GGML, which is no longer supported by llama. Model Details Note: Use of this model is governed by the Meta license. Search for models on Ollama. Dec 31, 2024 · An in-depth analysis of open-source large models in 2024, including technical breakthroughs, application scenarios, and model characteristics of Qwen, Llama, DeepSeek, and Mistral AI series. GGUF offers numerous advantages over GGML, such as better tokenisation, and support for Overview Fine-tuned OpenLLaMA-7B with an uncensored/unfiltered Wizard-Vicuna conversation dataset (originally from ehartford/wizard_vicuna_70k_unfiltered). 5 7B Open LLaMA 7B and 13B PolyLM 1. LLaMA LLM Comparison Gemma Overview Gemma is a family of lightweight open models from Google built using the same processes used for the the larger Gemini models. from_pretrained (model_name, torch_dtype=torch. Mistral 7B in short Mistral 7B is a 7. Qwen1_5-7b-chat couldn't understand the question formatting and just outputted this in chinese for every question: "The following is a piece of text. This is the repository for the 7B fine-tuned model, optimized for dialogue use cases and converted for the Hugging Face Transformers format. In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. 5 is a 7B model fine-tuned by Teknium on Mistral with fully open datasets. But how does it work? Essentially, it's a quantized version of the Open Llama 7B model, fine-tuned for We’re on a journey to advance and democratize artificial intelligence through open source and open science. Aug 16, 2023 · Explore OpenLLaMA, an open-source reproduction of Meta AI's LLaMA model. The model has been extended to a context length of 32K with position interpolation, allowing Open LLaMA 7B Scaled is a modified version of the original LLaMA model that incorporates Scaled Rotary Embeddings. Our fine-tuned LLMs, called Llama 2-Chat, are optimized for dialogue use cases. The GTX 1660 or 2060, AMD 5700 XT, or RTX 3050 or 3060 would all work nicely. Since OpenLLaMA is an open source replication of LLaMA, I can leverage much of the code/concepts the community has already done with LLaMA (e. May 5, 2023 · Introducing MPT-7B, the first entry in our MosaicML Foundation Series. Trained for one epoch on a 24GB GPU (NVIDIA A10G) instance, took ~18 hours to train. The team has released a series of models in 3B, 7B, and 13B sizes, trained on 1 trillion tokens of data. huggingface. It was developed by Together Computer and leaders from the open-source AI community. 5 days with zero human intervention at a cost of ~$200k. Code Llama and Code Llama - Instruct 7B and 13B models are capable of filling in code given the surrounding context. In the coming months, we expect to share new capabilities, additional model sizes, and more. It is available in both instruct (instruction following) and text completion. The It's dataset is a mixture of Open Assistant and the Dolly instruction set. This is the repository for the 7B pretrained model. Jun 28, 2023 · Hi. Feb 24, 2023 · LLaMA 7B is a 7-billion parameter transformer-based language model developed by Meta AI and released in February 2023. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against the original LLaMA models. Our fine-tuned LLMs, called Llama-2-Chat, are optimized for dialogue use cases. We open-source distilled 1. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and I'm constantly enhancing these model descriptions to provide you with the most relevant and comprehensive information open_llama_7b_v2 - GGUF Model creator: openlm-research Original model: open_llama_7b_v2 OpenLlama is a free reimplementation of the original Llama Model which is licensed under Apache 2 license. In the Model dropdown, choose the model you just downloaded: open-llama-7b-open-instruct-GPTQ The model will automatically load, and is now ready Llama (Large Language Model Meta AI) [a] is a family of large language models (LLMs) released by Meta AI starting in February 2023. Latest News Environment Quick Start Training Results QA Benchmark Zero-shot Cases Acknowledge Contact Arxiv Version We prove that medical LLM should be first pretrained with domain corpus, and then tuned with instructions following dataset. It has 7 billion parameters and uses an optimized transformer-based, autoregressive architecture. llama-2–7b-chat — LLama 2 is 📋 A list of open LLMs available for commercial use. My Mistral 7B instance in chat mode had no trouble with a conversation extending past 9k tokens, though for obvious reasons it couldn't remember the beginning of the conversation and it was expectedly dumb with esoteric information, being only a 7B model. VMware's Open Llama 7B v2 Open Instruct GPTQ These files are GPTQ model files for VMware's Open Llama 7B v2 Open Instruct. ) Serene Pub (Beginner friendly, open source AI Roleplaying App for Windows, Mac OS and Linux. But what makes this model unique? It uses a fast tokenizer that results in incorrect encoding, so you need to set the use_fast The loss rate evaluation metrics for 7B and 3B indicate substantially superior model performance to RedPajama and even LLaMA (h/t Suikamelon on Together's Discord) at this point in the training and slightly worse performance than LLaMA 7B as released. [3] The latest version is Llama 4, released in April 2025. Developed, trained, and released by Meta between January and July 2023, Code Llama 7B leverages advancements in Jun 16, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. cpp or kobold. Like other large language models, LLaMA works by taking a sequence of words as an input and predicts a next word to recursively generate text. What if you could reduce memory usage by 2-4 times while still achieving fast inference? That's exactly what this model offers, thanks to its int8 inference capabilities on both CPU and GPU. This is 16-bit inference from 7B and blazing fast. And the model is pre-trained on both Chinese and English, which gives it better performance on Chinese Feb 27, 2023 · We introduce LLaMA, a collection of foundation language models ranging from 7B to 65B parameters. We will also report the latest update of OpenLLaMA-13B LLaMA-2-7B-32K Model Description LLaMA-2-7B-32K is an open-source, long context language model developed by Together, fine-tuned from Meta's original Llama-2 7B model. Initially only a foundation model, [5] starting with Llama 2, Meta AI released instruction fine-tuned versions Oct 18, 2024 · Introduction of openllama-7b-4k Model Details of openllama-7b-4k OpenLLaMA: An Open Reproduction of LLaMA In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. 5 and Llama3 series to the community. - eugeneyan/open-llms Jun 27, 2025 · Download Llama-2-7b for free. Below you can find and download LLama 2 specialized versions of these models, known as Llama-2-Chat, tailored for dialogue scenarios. 193 votes, 27 comments. Nov 26, 2024 · Announcing OLMo 2 We introduce OLMo 2, a new family of 7B and 13B models trained on up to 5T tokens. This model also comes in a 34B parameter version: Llemma 34B. Open-Llama-7B is more censored than Falcon-7b! I didn't expect that at all. cpp: The Llama 2 release introduces a family of pretrained and fine-tuned LLMs, ranging in scale from 7B to 70B parameters (7B, 13B, 70B). With its instruction-tuned version of the fully trained Open LLama 7B model, it's open for commercial use. What makes it unique is its use of publicly accessible Korean corpora, making it open for unrestricted use. What is open_llama_7b? OpenLLaMA 7B is a permissively licensed open-source reproduction of Meta AI's LLaMA language model. Our smallest model, LLaMA 7B, is trained on one trillion tokens. Jan 20, 2025 · The evaluation results demonstrate that the distilled smaller dense models perform exceptionally well on benchmarks. Community Support Community Community Stories Open Innovation AI Research Community Llama Impact Grants Resources Cookbook Apr 16, 2023 · The Open-Llama model was proposed in the open source Open-Llama project by community developer s-JoL. 3M sentences. In this repo, we present a permissively Aug 24, 2023 · Code Llama reaches state-of-the-art performance among open models on several code benchmarks, with scores of up to 53% and 55% on HumanEval and MBPP, respectively. We provide PyTorch and JAX weights of pre-trained OpenLLaMA models, as well as evaluation results and comparison against Aug 24, 2023 · Code Llama 7B is an open-access large language model designed by Meta for code synthesis, understanding, and related programming tasks. In particular, LLaMA-13B outperforms GPT-3 (175B) on most benchmarks, and LLaMA-65B In this repo, we present a permissively licensed open source reproduction of Meta AI's LLaMA large language model. Open-Chinese-LLaMA-7B 在中英文数据集的多种任务上的表现都远超原版 LLaMA，下面给出本模型在部分数据集上的评测结果（以下指标均为 Accuracy，越大越好）： Apr 16, 2023 · The Open-Llama model was proposed in the open source Open-Llama project by community developer s-JoL. This Apache 2. pwcx becqrieb epke mgjyjw cth hvids wpft haotz xkzxldh azusyif