Team Ai
Modelpublic

smshahbaj/RIFA-FLASH-1.7B

sourceHugging Faceapache-2.0updated 23d agoView on Hugging Face
1likes1.3kdownloads
Model Card

RIFA-FLASH

Created / maintained by [SM Shahbaj](https://huggingface.co/smshahbaj)


About

RIFA-FLASH is a higher-capacity fine-tuned model maintained by SM Shahbaj.

PropertyValue
ModelRIFA-FLASH
Parameters1.7B
CreatorSM Shahbaj

Part of the RIFA model family by SM Shahbaj.


Downloads

FileLink
SafetensorsBrowse
RIFA-FLASH-1.7B.F16.ggufDownload
RIFA-FLASH-1.7B.Q3_K_M.ggufDownload
RIFA-FLASH-1.7B.Q4_K_M.ggufDownload
RIFA-FLASH-1.7B.Q5_K_M.ggufDownload
RIFA-FLASH-1.7B.Q6_K.ggufDownload
RIFA-FLASH-1.7B.Q8_0.ggufDownload

Recommended: Q5_K_M when available.


Quick start

python
from transformers import AutoModelForCausalLM, AutoTokenizer
repo = "smshahbaj/RIFA-FLASH-1.7B"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(repo, device_map="auto")
messages = [{"role": "user", "content": "Hello"}]
text = tok.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tok(text, return_tensors="pt").to(model.device)
print(tok.decode(model.generate(**inputs, max_new_tokens=64)[0], skip_special_tokens=True))

Creator

SM Shahbaj — huggingface.co/smshahbaj

License: Apache 2.0

RIFA Model Family — SM Shahbaj

<!-- RIFA-DOCS-START -->

Documentation