Efficient-Large-Model/Sana_1600M_1024px
Text-to-Image
ā¢
Updated
ā¢
3.77k
ā¢
193
Nishith Jain
KingNish
AI & ML interests
AI is fun actually.
Busy till June 2025.
Recent Activity
liked
a model
about 8 hours ago
Efficient-Large-Model/Sana_1600M_1024px
liked
a model
about 8 hours ago
fluently-lm/FluentlyLM-Prinum
reacted
to
ehristoforu's
post
with š„
about 8 hours ago
Introducing our first standalone model ā FluentlyLM Prinum
Introducing the first standalone model from Project Fluently LM! We worked on it for several months, used different approaches and eventually found the optimal one.
General characteristics:
- Model type: Causal language models (QwenForCausalLM, LM Transformer)
- Number of parameters: 32.5B
- Number of parameters (not embedded): 31.0B
- Number of layers: 64
- Context: 131,072 tokens
- Language(s) (NLP): English, French, Spanish, Russian, Chinese, Japanese, Persian (officially supported)
- License: MIT
Creation strategy:
The basis of the strategy is shown in Pic. 2.
We used Axolotl & Unsloth for SFT-finetuning with PEFT LoRA (rank=64, alpha=64) and Mergekit for SLERP and TIES mergers.
Evolution:
š 12th place in the Open LLM Leaderboard (https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#) (21.02.2025)
Detailed results and comparisons are presented in Pic. 3.
Links:
- Model: https://huggingface.co/fluently-lm/FluentlyLM-Prinum
- GGUF version: https://huggingface.co/mradermacher/FluentlyLM-Prinum-GGUF
- Demo on ZeroGPU: https://huggingface.co/spaces/ehristoforu/FluentlyLM-Prinum-demo
Organizations
KingNish's activity
liked
4
models
about 8 hours ago
liked
a
Space
8 days ago
liked
a
model
11 days ago
liked
2
models
14 days ago
liked
3
models
15 days ago
liked
a
model
17 days ago
liked
2
Spaces
18 days ago
liked
a
model
19 days ago
liked
2
datasets
19 days ago
liked
a
model
20 days ago
liked
2
Spaces
20 days ago