Sqlcoder 7B 2 vs AceGPT v2 8B Chat
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Sqlcoder 7B 2 | AceGPT v2 8B Chat | |
|---|---|---|
| Parameters | 6.7B | 8.0B |
| Context | 16K | 8K |
| Architecture | LlamaForCausalLM | LlamaForCausalLM |
| License | CC BY-SA 4.0 | Apache 2.0 |
| Downloads | 26.5K | 1.9K |
| Released | Feb 2024 | Nov 2024 |
VRAM by Quantization: Sqlcoder 7B 2 vs AceGPT v2 8B Chat
| Quantization | Bits | Sqlcoder 7B 2 VRAM | AceGPT v2 8B Chat VRAM |
|---|---|---|---|
| FP16 | 16.00 | 14.8 GB | 16.6 GB |
Verdict
Sqlcoder 7B 2 needs less VRAM at FP16 (14.8 GB vs 16.6 GB), so it fits on smaller GPUs. Sqlcoder 7B 2 supports a longer context window (16K tokens). Sqlcoder 7B 2 is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Sqlcoder 7B 2 or AceGPT v2 8B Chat?
At FP16, Sqlcoder 7B 2 needs 14.8 GB and AceGPT v2 8B Chat needs 16.6 GB, so Sqlcoder 7B 2 is the lighter option to run locally.
- Which has a longer context window, Sqlcoder 7B 2 or AceGPT v2 8B Chat?
Sqlcoder 7B 2 supports 16,384 tokens and AceGPT v2 8B Chat supports 8,192 tokens.
- What is the difference between Sqlcoder 7B 2 and AceGPT v2 8B Chat?
Sqlcoder 7B 2 is a 6.7B model from defog, while AceGPT v2 8B Chat is a 8.0B model from FreedomIntelligence. Compare their VRAM requirements above to see which fits your GPU or Mac.