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Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler
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ariG23498, sayakpaul, sergiopaniego, ror, pcuenq
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Rakesh Tanwar
rakeshtanwar
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liked a model about 2 months ago
prithivMLmods/Qwen3.5-35B-A3B-abliterated-v2-MAX reacted to pankajpandey-dev's post with 🔥 about 2 months ago
🇮🇳 Qwen3-4B Hindi Instruct v2 — a Hindi LLM that runs on your own machine
Most strong Hindi-capable models are either huge or cloud-only. I wanted one that's small enough to run locally but actually follows instructions in Hindi — so I fine-tuned Qwen3-4B on 10K Hindi instruction pairs and shipped it with a full GGUF quant ladder.
✅ Fine-tune (16-bit): huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2
✅ GGUF (Q4/Q5/Q8): huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2-GGUF
Runs in Ollama, llama.cpp, and LM Studio. The Q4_K_M is just 2.5 GB — fits comfortably on a laptop, CPU or GPU.
Part of my Hindi LLM Series — building openly-licensed Indic models for local and edge use. More coming (Gemma next). Feedback welcome 🙏
#Hindi #IndicNLP #GGUF #LocalLLM #Qwen
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Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profilerOrganizations
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Welcome NVIDIA Cosmos 3: The First Open Omni-model for Physical AI Reasoning and Action
nvidia
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