FastApply 7B V1.0 is an open-source language model by Kortix. Features: 7b LLM, VRAM: 15.2GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.15.
| LLM Name | FastApply 7B V1.0 |
| Repository 🤗 | https://huggingface.co/Kortix/FastApply-7B-v1.0 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2026-07-09 |
| Maintainer | Kortix |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.44.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Securereview 7B Mlx 4bit | 32K / 4.3 GB | 22 | 4 |
| ...2.5 Coder 7B Instruct Bnb 4bit | 32K / 5.5 GB | 74897 | 13 |
| Qwen2.5 CoderX 7B V0.7 | 32K / 15.2 GB | 5 | 2 |
| Qwen2.5 Coder 7B Instruct 4bit | 32K / 4.3 GB | 13602 | 17 |
| Qwen2.5 CoderX 7B V0.5 | 32K / 15.2 GB | 6 | 2 |
| Sft Model | 32K / 15.2 GB | 17 | 0 |
| UIGEN 7B 16bit | 32K / 15.2 GB | 14 | 5 |
| ...en2.5.1 Coder 7B Instruct 4bit | 32K / 4.3 GB | 421 | 7 |
| ...en2.5.1 Coder 7B Instruct 8bit | 32K / 8.1 GB | 146 | 3 |
| Qwen2.5 7B Rebase | 986K / 15.2 GB | 73 | 2 |