#phi2 — Public Fediverse posts

Khám phá mô hình AI phi2 của Microsoft, phù hợp để chạy trên PC với 12GB RAM + 3GB VRAM + GTX 1050 + Linux Mint. Phi2 được lượng tử hóa Q4K, tối ưu hiệu suất trên GPU trung bình. Thử tải về từ Hugging Face hoặc TheBloke và trải nghiệm mô hình AI phi-commercial này! #AIModel #Linux #TechVietnam #LocalLLaMA #Phi2 #GPUOptimization #AICommunity

https://www.reddit.com/r/LocalLLaMA/comments/1qm2yns/any_good_model_for_12_gb_ram_3_gb_vram_gtx_1050/

🧠 #NVIDIA researchers are advancing SLMs through structured weight pruning and knowledge distillation, cutting down model size while preserving performance.

For instance, #Minitron 8B and 4B models, derived from Nemotron 15B, outperform many models trained from scratch. Despite its size, it competes with top-tier models like #Gemma2 and #Phi2.

src: https://developer.nvidia.com/blog/how-to-prune-and-distill-llama-3-1-8b-to-an-nvidia-llama-3-1-minitron-4b-model/

#AI #MachineLearning #NLP #LLM

🧠 #NVIDIA researchers are advancing SLMs through structured weight pruning and knowledge distillation, cutting down model size while preserving performance.

For instance, #Minitron 8B and 4B models, derived from Nemotron 15B, outperform many models trained from scratch. Despite its size, it competes with top-tier models like #Gemma2 and #Phi2.

src: https://developer.nvidia.com/blog/how-to-prune-and-distill-llama-3-1-8b-to-an-nvidia-llama-3-1-minitron-4b-model/

#AI #MachineLearning #NLP #LLM

🧠 #NVIDIA researchers are advancing SLMs through structured weight pruning and knowledge distillation, cutting down model size while preserving performance.

For instance, #Minitron 8B and 4B models, derived from Nemotron 15B, outperform many models trained from scratch. Despite its size, it competes with top-tier models like #Gemma2 and #Phi2.

src: https://developer.nvidia.com/blog/how-to-prune-and-distill-llama-3-1-8b-to-an-nvidia-llama-3-1-minitron-4b-model/

#AI #MachineLearning #NLP #LLM

🧠 #NVIDIA researchers are advancing SLMs through structured weight pruning and knowledge distillation, cutting down model size while preserving performance.

For instance, #Minitron 8B and 4B models, derived from Nemotron 15B, outperform many models trained from scratch. Despite its size, it competes with top-tier models like #Gemma2 and #Phi2.

src: https://developer.nvidia.com/blog/how-to-prune-and-distill-llama-3-1-8b-to-an-nvidia-llama-3-1-minitron-4b-model/

#AI #MachineLearning #NLP #LLM

🧠 #NVIDIA researchers are advancing SLMs through structured weight pruning and knowledge distillation, cutting down model size while preserving performance.

For instance, #Minitron 8B and 4B models, derived from Nemotron 15B, outperform many models trained from scratch. Despite its size, it competes with top-tier models like #Gemma2 and #Phi2.

src: https://developer.nvidia.com/blog/how-to-prune-and-distill-llama-3-1-8b-to-an-nvidia-llama-3-1-minitron-4b-model/

#AI #MachineLearning #NLP #LLM

Mô hình AI 2,7B (Phi-2) tạo ra câu trả lời đáng kinh ngạc, vượt qua khả năng dự đoán. Nó giữ được giọng điệu, tạo ra lý lẽ đa đoạn, tránh ảo giác và giữ vững căn cứ. #AI #TríTuệNhânTạo #MôHìnhPhi2 #Phi2 #LocalLLaMA #MachineLearning #HọcMáy #TríTuệNhânTạoViệtNam

https://www.reddit.com/r/LocalLLaMA/comments/1ozpq3u/this_response_is_from_a_27b_model_phi2_i_dont/

Wer hat an der Uhr gedreht…?

Jede CPU braucht einen Taktgeber, um arbeiten zu können. Der Commodore C64 hat jedoch mehr als einen davon. Ich versuche, die verschiedenen Taktgeber in diesem Artikel zu erklären.

#c64 #Clock #Clocks #Color #commodore #Expansion #Expansionport #NTSC #PAL #Phase #Phi0 #Phi2

https://dirkwouters.de/wer-hat-an-der-uhr-gedreht/

Wer hat an der Uhr gedreht…?

Jede CPU braucht einen Taktgeber, um arbeiten zu können. Der Commodore C64 hat jedoch mehr als einen davon. Ich versuche, die verschiedenen Taktgeber in diesem Artikel zu erklären.

#c64 #Clock #Clocks #Color #commodore #Expansion #Expansionport #NTSC #PAL #Phase #Phi0 #Phi2

https://dirkwouters.de/wer-hat-an-der-uhr-gedreht/

Et si on installait une #IA en local sur un @raspberrypi RASPBERRYPI5 ? Je vous propose d'installer llama-cpp et #Ollama sur la framboise et de la tester avec différents modèles comme #Phi2 ou #Mistral
https://www.framboise314.fr/faites-tourner-un-llm-de-type-chatgpt-sur-le-raspberry-pi-5/

Et si on installait une #IA en local sur un @raspberrypi RASPBERRYPI5 ? Je vous propose d'installer llama-cpp et #Ollama sur la framboise et de la tester avec différents modèles comme #Phi2 ou #Mistral
https://www.framboise314.fr/faites-tourner-un-llm-de-type-chatgpt-sur-le-raspberry-pi-5/

Et si on installait une #IA en local sur un @raspberrypi RASPBERRYPI5 ? Je vous propose d'installer llama-cpp et #Ollama sur la framboise et de la tester avec différents modèles comme #Phi2 ou #Mistral
https://www.framboise314.fr/faites-tourner-un-llm-de-type-chatgpt-sur-le-raspberry-pi-5/

Et si on installait une #IA en local sur un @raspberrypi RASPBERRYPI5 ? Je vous propose d'installer llama-cpp et #Ollama sur la framboise et de la tester avec différents modèles comme #Phi2 ou #Mistral
https://www.framboise314.fr/faites-tourner-un-llm-de-type-chatgpt-sur-le-raspberry-pi-5/

Tell me your #LLM has been trained using cishet data, not vetted for diversity & inclusion, without telling me your LLM has been trained using cishet data & vetted for diversity & inclusion. #Phi #Phi2

Tell me your #LLM has been trained using cishet data, not vetted for diversity & inclusion, without telling me your LLM has been trained using cishet data & vetted for diversity & inclusion. #Phi #Phi2

Tell me your #LLM has been trained using cishet data, not vetted for diversity & inclusion, without telling me your LLM has been trained using cishet data & vetted for diversity & inclusion. #Phi #Phi2

Tell me your #LLM has been trained using cishet data, not vetted for diversity & inclusion, without telling me your LLM has been trained using cishet data & vetted for diversity & inclusion. #Phi #Phi2

Tell me your #LLM has been trained using cishet data, not vetted for diversity & inclusion, without telling me your LLM has been trained using cishet data & vetted for diversity & inclusion. #Phi #Phi2

Impressed with the ease of use of https://lmstudio.ai/
, easy to install, after that you can download a version of the Phi-2 model to play around with. All locally without extra costs or internet connection.
#LLM #generativeAI #Phi2 #experiment #microsoft #LMstudio #AI

Impressed with the ease of use of https://lmstudio.ai/
, easy to install, after that you can download a version of the Phi-2 model to play around with. All locally without extra costs or internet connection.
#LLM #generativeAI #Phi2 #experiment #microsoft #LMstudio #AI

Impressed with the ease of use of https://lmstudio.ai/
, easy to install, after that you can download a version of the Phi-2 model to play around with. All locally without extra costs or internet connection.
#LLM #generativeAI #Phi2 #experiment #microsoft #LMstudio #AI

Impressed with the ease of use of https://lmstudio.ai/
, easy to install, after that you can download a version of the Phi-2 model to play around with. All locally without extra costs or internet connection.
#LLM #generativeAI #Phi2 #experiment #microsoft #LMstudio #AI

Impressed with the ease of use of https://lmstudio.ai/
, easy to install, after that you can download a version of the Phi-2 model to play around with. All locally without extra costs or internet connection.
#LLM #generativeAI #Phi2 #experiment #microsoft #LMstudio #AI

微軟 Phi-2 model 的授權改成 MIT License

在 Hacker News 的「Microsoft Phi-2 model changes licence to MIT (huggingface.co)」這邊看到的消息，連結是改成 MIT License 的 commit：「Upload 3 files · microsoft/phi-2 at 7e10f3e」。

看了一下 mo

https://blog.gslin.org/archives/2024/01/07/11568/%e5%be%ae%e8%bb%9f-phi-2-model-%e7%9a%84%e6%8e%88%e6%ac%8a%e6%94%b9%e6%88%90-mit-license/

#Computer #Murmuring #Network #ai #language #large #learning #license #llm #machine #microsoft #mit #model #network #neural #phi2

🧠 #Microsoft ha rilasciato #Phi2, un #LLM di "piccole" dimensioni, ma dalle performance elevate.
💡 La direzione è proprio questa.. innovazione nel ridimensionamento dei modelli e nella pulizia dei dati di training.
🦾 Le prestazioni si avvicinano a quelle di modelli molto più grandi, come #Llama2, Mistral e Gemini Nano.

#AI #GenAI #IntelligenzaArtificiale

https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

🧠 #Microsoft ha rilasciato #Phi2, un #LLM di "piccole" dimensioni, ma dalle performance elevate.
💡 La direzione è proprio questa.. innovazione nel ridimensionamento dei modelli e nella pulizia dei dati di training.
🦾 Le prestazioni si avvicinano a quelle di modelli molto più grandi, come #Llama2, Mistral e Gemini Nano.

#AI #GenAI #IntelligenzaArtificiale

https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

🧠 #Microsoft ha rilasciato #Phi2, un #LLM di "piccole" dimensioni, ma dalle performance elevate.
💡 La direzione è proprio questa.. innovazione nel ridimensionamento dei modelli e nella pulizia dei dati di training.
🦾 Le prestazioni si avvicinano a quelle di modelli molto più grandi, come #Llama2, Mistral e Gemini Nano.

#AI #GenAI #IntelligenzaArtificiale

https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

Imagine having a small AI language model with 3B parameters, trained on 1.4T tokens, that can outperform some large language models... yet be small enough to run entirely on your smartphone.

At Microsoft Ignite 2023, CEO Satya Nadella introduced the world to the revolutionary "Phi-2".

"Phi-2: The surprising power of small language models" - Microsoft Research
https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

#ai #slm #phi2 #Microsoft #msr #msftadvocate

Imagine having a small AI language model with 3B parameters, trained on 1.4T tokens, that can outperform some large language models... yet be small enough to run entirely on your smartphone.

At Microsoft Ignite 2023, CEO Satya Nadella introduced the world to the revolutionary "Phi-2".

"Phi-2: The surprising power of small language models" - Microsoft Research
https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

#ai #slm #phi2 #Microsoft #msr #msftadvocate

Imagine having a small AI language model with 3B parameters, trained on 1.4T tokens, that can outperform some large language models... yet be small enough to run entirely on your smartphone.

At Microsoft Ignite 2023, CEO Satya Nadella introduced the world to the revolutionary "Phi-2".

"Phi-2: The surprising power of small language models" - Microsoft Research
https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

#ai #slm #phi2 #Microsoft #msr #msftadvocate

Imagine having a small AI language model with 3B parameters, trained on 1.4T tokens, that can outperform some large language models... yet be small enough to run entirely on your smartphone.

At Microsoft Ignite 2023, CEO Satya Nadella introduced the world to the revolutionary "Phi-2".

"Phi-2: The surprising power of small language models" - Microsoft Research
https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

#ai #slm #phi2 #Microsoft #msr #msftadvocate

Imagine having a small AI language model with 3B parameters, trained on 1.4T tokens, that can outperform some large language models... yet be small enough to run entirely on your smartphone.

At Microsoft Ignite 2023, CEO Satya Nadella introduced the world to the revolutionary "Phi-2".

"Phi-2: The surprising power of small language models" - Microsoft Research
https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

#ai #slm #phi2 #Microsoft #msr #msftadvocate

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology
#technology #tech #technews #ai #artificialintelligence

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology
#technology #tech #technews #ai #artificialintelligence

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology
#technology #tech #technews #ai #artificialintelligence

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology

Microsoft unveils 2.7B parameter language model Phi-2 https://www.artificialintelligence-news.com/2023/12/13/microsoft-unveils-2-7b-parameter-language-model-phi-2/ #microsoft #phi2 #ai #tech #news #technology