Hey,
We ran out of the Zero GPU limit now. Duplicate the space, setup the secrets and run it on your own space. Otherwise you can clone the repo and run it locally here
zamal_
zamal
AI & ML interests
Anything that makes our life easy.
Recent Activity
replied to
their
post
7 days ago
π DeepGit Lite is live! πβ¨
Hey folks!
Just launched DeepGit Lite β a lighter version of DeepGit with fewer components under the hood.
It wonβt perform quite like the full powerhouse, but itβs great for a quick peek and first-hand feel! βοΈπ
Give it a spin and tell us what you think!
π Try it here https://huggingface.co/spaces/zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch
published
an
article
17 days ago
πΒ DeepGitΒ 2.0 β ColBERTβPowered, HardwareβAware & Ready to Dig
updated
a Space
22 days ago
zamal/DeepGit-lite
Organizations
zamal's activity

replied to
their
post
7 days ago
Post
1825
π DeepGit Lite is live! πβ¨
Hey folks!
Just launched DeepGit Lite β a lighter version of DeepGit with fewer components under the hood.
It wonβt perform quite like the full powerhouse, but itβs great for a quick peek and first-hand feel! βοΈπ
Give it a spin and tell us what you think!
π Try it here zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch
Hey folks!
Just launched DeepGit Lite β a lighter version of DeepGit with fewer components under the hood.
It wonβt perform quite like the full powerhouse, but itβs great for a quick peek and first-hand feel! βοΈπ
Give it a spin and tell us what you think!
π Try it here zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch

posted
an
update
about 1 month ago
Post
1825
π DeepGit Lite is live! πβ¨
Hey folks!
Just launched DeepGit Lite β a lighter version of DeepGit with fewer components under the hood.
It wonβt perform quite like the full powerhouse, but itβs great for a quick peek and first-hand feel! βοΈπ
Give it a spin and tell us what you think!
π Try it here zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch
Hey folks!
Just launched DeepGit Lite β a lighter version of DeepGit with fewer components under the hood.
It wonβt perform quite like the full powerhouse, but itβs great for a quick peek and first-hand feel! βοΈπ
Give it a spin and tell us what you think!
π Try it here zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch

posted
an
update
about 1 month ago
Post
2553
DeepGit: Your GitHub Gold Digger! π°π
Hey Hugging Face gang! Meet DeepGitβmy open-source sidekick that rips through GitHub to snag repos that fit you. Done with dead-end searches? Me too. Built it with LangGraph and some dope tricks:
Embeddings grab the good stuff (HF magic, baby!)
Re-ranking nails the best picks
Snoops docs, code, and buzz in one slick flow
Drops a clean list of hidden gems π
Unearth that sneaky ML lib or Python gemβrun python app.py or langgraph dev and boom! Peek it at https://github.com/zamalali/DeepGit. Fork it, tweak it, love itβDockerβs in, HF vibes are strong. Drop a π or a crazy ideaβIβm pumped to jam with you all! πͺ
Hey Hugging Face gang! Meet DeepGitβmy open-source sidekick that rips through GitHub to snag repos that fit you. Done with dead-end searches? Me too. Built it with LangGraph and some dope tricks:
Embeddings grab the good stuff (HF magic, baby!)
Re-ranking nails the best picks
Snoops docs, code, and buzz in one slick flow
Drops a clean list of hidden gems π
Unearth that sneaky ML lib or Python gemβrun python app.py or langgraph dev and boom! Peek it at https://github.com/zamalali/DeepGit. Fork it, tweak it, love itβDockerβs in, HF vibes are strong. Drop a π or a crazy ideaβIβm pumped to jam with you all! πͺ

posted
an
update
2 months ago
Post
2004
π ftBoost is LIVE β Stop Struggling with Fine-Tuning Data!
Alright folks, if youβre tired of manually crafting fine-tuning datasets, ftBoost is here to do the heavy lifting. One-click, LangChain-Groq-powered data augmentation that scales your training data in OpenAI, Gemini, Mistral, and LLaMA formatsβautomatically.
π₯ Whatβs inside?
β Smart Augmentations β Paraphrasing, back translation, synonym swapping & synthetic noise.
β No more JSONL headaches β Auto-formats everything for OpenAI, Gemini, Mistral & LLaMA.
β Custom tuning β Adjust similarity, diversity, and fluency in real-time.
β Upload, generate, download β Thatβs it.
β‘ If youβre fine-tuning LLMs, this will save you hours.
π Try it now: π zamal/Finetune-Boost
π Give us a star on GitHub!
Let me know what you think & how it boosts your workflow! π₯
Alright folks, if youβre tired of manually crafting fine-tuning datasets, ftBoost is here to do the heavy lifting. One-click, LangChain-Groq-powered data augmentation that scales your training data in OpenAI, Gemini, Mistral, and LLaMA formatsβautomatically.
π₯ Whatβs inside?
β Smart Augmentations β Paraphrasing, back translation, synonym swapping & synthetic noise.
β No more JSONL headaches β Auto-formats everything for OpenAI, Gemini, Mistral & LLaMA.
β Custom tuning β Adjust similarity, diversity, and fluency in real-time.
β Upload, generate, download β Thatβs it.
β‘ If youβre fine-tuning LLMs, this will save you hours.
π Try it now: π zamal/Finetune-Boost
π Give us a star on GitHub!
Let me know what you think & how it boosts your workflow! π₯
Post
1480
zamal/Multimodal-Chat-PDF
π Introducing Chat PDF Multimodal π¬
Interact with your PDF documents like never before! π€―
Extract text & images, then ask context-aware questions based on both. Powered by RAG techniques & multimodal LLMs. Perfect for studying, research & more! ππ
Try it out now!!!! βοΈ
#LlavaNext #MultimodalAI #Transformers
π Introducing Chat PDF Multimodal π¬
Interact with your PDF documents like never before! π€―
Extract text & images, then ask context-aware questions based on both. Powered by RAG techniques & multimodal LLMs. Perfect for studying, research & more! ππ
Try it out now!!!! βοΈ
#LlavaNext #MultimodalAI #Transformers

posted
an
update
3 months ago
Post
606
π Try Out RAG Demo! π
A Hugging Face Space where you can compare DeepSeek-R1 vs Llama-3 using Stuff RAG (Retrieval-Augmented Generation)!
π Upload a PDF, ask questions, and see how both models perform in real-time!
Try out now:
zamal/Deepseek-R1-vs-LLama3
A Hugging Face Space where you can compare DeepSeek-R1 vs Llama-3 using Stuff RAG (Retrieval-Augmented Generation)!
π Upload a PDF, ask questions, and see how both models perform in real-time!
Try out now:
zamal/Deepseek-R1-vs-LLama3

posted
an
update
4 months ago
Post
1480
zamal/Multimodal-Chat-PDF
π Introducing Chat PDF Multimodal π¬
Interact with your PDF documents like never before! π€―
Extract text & images, then ask context-aware questions based on both. Powered by RAG techniques & multimodal LLMs. Perfect for studying, research & more! ππ
Try it out now!!!! βοΈ
#LlavaNext #MultimodalAI #Transformers
π Introducing Chat PDF Multimodal π¬
Interact with your PDF documents like never before! π€―
Extract text & images, then ask context-aware questions based on both. Powered by RAG techniques & multimodal LLMs. Perfect for studying, research & more! ππ
Try it out now!!!! βοΈ
#LlavaNext #MultimodalAI #Transformers
Post
1833
π Announcement for the Lovely community! π
Just launched the zamal/DeepSeek-VL-1.3B-Chat on Hugging Face, and it's ready for YOU to explore! π¬πΌοΈ
This full-fledged model is perfect for advanced image and text interactions, with zero GPU required. The Deepseek VL-1.3B Chat typically needs around 8 GB of VRAM and storage of almost 4 GB, but now you can experience it hassle-free right on our space!
Want something lighter? Weβve also uploaded a 4 bit quantized version (just around 1GB!), available on my profile. Perfect for those with limited hardware. ππ
Come try it now and see what this model can do! πβ¨
Just launched the zamal/DeepSeek-VL-1.3B-Chat on Hugging Face, and it's ready for YOU to explore! π¬πΌοΈ
This full-fledged model is perfect for advanced image and text interactions, with zero GPU required. The Deepseek VL-1.3B Chat typically needs around 8 GB of VRAM and storage of almost 4 GB, but now you can experience it hassle-free right on our space!
Want something lighter? Weβve also uploaded a 4 bit quantized version (just around 1GB!), available on my profile. Perfect for those with limited hardware. ππ
Come try it now and see what this model can do! πβ¨

posted
an
update
7 months ago
Post
1833
π Announcement for the Lovely community! π
Just launched the zamal/DeepSeek-VL-1.3B-Chat on Hugging Face, and it's ready for YOU to explore! π¬πΌοΈ
This full-fledged model is perfect for advanced image and text interactions, with zero GPU required. The Deepseek VL-1.3B Chat typically needs around 8 GB of VRAM and storage of almost 4 GB, but now you can experience it hassle-free right on our space!
Want something lighter? Weβve also uploaded a 4 bit quantized version (just around 1GB!), available on my profile. Perfect for those with limited hardware. ππ
Come try it now and see what this model can do! πβ¨
Just launched the zamal/DeepSeek-VL-1.3B-Chat on Hugging Face, and it's ready for YOU to explore! π¬πΌοΈ
This full-fledged model is perfect for advanced image and text interactions, with zero GPU required. The Deepseek VL-1.3B Chat typically needs around 8 GB of VRAM and storage of almost 4 GB, but now you can experience it hassle-free right on our space!
Want something lighter? Weβve also uploaded a 4 bit quantized version (just around 1GB!), available on my profile. Perfect for those with limited hardware. ππ
Come try it now and see what this model can do! πβ¨
Post
2092
Hello, lovely community! π
zamal/Molmo-4bit Thrilled to announce that the Molmo 7B 4-bit Space is now live! π The model size has been reduced by six times with almost no performance loss, and the results will leave you amazed!
It runs on zero GPU, making it incredibly accessible for everyone!
Check it out here and start exploring today!
Happy experimenting! π
zamal/Molmo-4bit Thrilled to announce that the Molmo 7B 4-bit Space is now live! π The model size has been reduced by six times with almost no performance loss, and the results will leave you amazed!
It runs on zero GPU, making it incredibly accessible for everyone!
Check it out here and start exploring today!
Happy experimenting! π

posted
an
update
7 months ago
Post
2092
Hello, lovely community! π
zamal/Molmo-4bit Thrilled to announce that the Molmo 7B 4-bit Space is now live! π The model size has been reduced by six times with almost no performance loss, and the results will leave you amazed!
It runs on zero GPU, making it incredibly accessible for everyone!
Check it out here and start exploring today!
Happy experimenting! π
zamal/Molmo-4bit Thrilled to announce that the Molmo 7B 4-bit Space is now live! π The model size has been reduced by six times with almost no performance loss, and the results will leave you amazed!
It runs on zero GPU, making it incredibly accessible for everyone!
Check it out here and start exploring today!
Happy experimenting! π

posted
an
update
7 months ago
Post
1958
π New Model Release: zamal/Molmo-7B-GPTQ-4bit π
Hello lovely community,
zamal/Molmo-7B-GPTQ-4bit model is now available for all! This model has been highly quantized, reducing its size by almost six times. It now occupies significantly less space and vRAM, making it perfect for deployment on resource-constrained devices without compromising performance.
Now we get:
Efficient Performance: Maintains high accuracy while being highly quantized.
Reduced Size: The model size is reduced by nearly six times, optimizing storage and memory usage.
Versatile Application: Ideal for integrating a powerful visual language model into various projects particularly multi rag chains.
Check it out!
Hello lovely community,
zamal/Molmo-7B-GPTQ-4bit model is now available for all! This model has been highly quantized, reducing its size by almost six times. It now occupies significantly less space and vRAM, making it perfect for deployment on resource-constrained devices without compromising performance.
Now we get:
Efficient Performance: Maintains high accuracy while being highly quantized.
Reduced Size: The model size is reduced by nearly six times, optimizing storage and memory usage.
Versatile Application: Ideal for integrating a powerful visual language model into various projects particularly multi rag chains.
Check it out!
Post
1328
Finally!
My first post for the lovely community out there!
Here's a highly quantized finetuned version of gemma focused exclusively on Prompt Engineering. Write as ambiguous you want and leave the job to this model
zamal/gemma-7b-finetuned
My first post for the lovely community out there!
Here's a highly quantized finetuned version of gemma focused exclusively on Prompt Engineering. Write as ambiguous you want and leave the job to this model
zamal/gemma-7b-finetuned

posted
an
update
12 months ago
Post
1328
Finally!
My first post for the lovely community out there!
Here's a highly quantized finetuned version of gemma focused exclusively on Prompt Engineering. Write as ambiguous you want and leave the job to this model
zamal/gemma-7b-finetuned
My first post for the lovely community out there!
Here's a highly quantized finetuned version of gemma focused exclusively on Prompt Engineering. Write as ambiguous you want and leave the job to this model
zamal/gemma-7b-finetuned