Sqlcoder 7B 2 vs Llama 2 7B HF
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Sqlcoder 7B 2 | Llama 2 7B HF | |
|---|---|---|
| Parameters | 6.7B | 6.7B |
| Context | 16K | — |
| Architecture | LlamaForCausalLM | — |
| License | CC BY-SA 4.0 | Llama 2 Community |
| Downloads | 26.5K | 778.0K |
| Released | Feb 2024 | Apr 2024 |
VRAM by Quantization: Sqlcoder 7B 2 vs Llama 2 7B HF
| Quantization | Bits | Sqlcoder 7B 2 VRAM | Llama 2 7B HF VRAM |
|---|---|---|---|
| Q2_K | 3.40 | — | 3.1 GB |
| Q3_K_M | 3.90 | — | 3.6 GB |
| Q3_K_S | 3.50 | — | 3.2 GB |
| Q4_K_M | 4.80 | — | 4.5 GB |
| Q5_K_M | 5.70 | — | 5.3 GB |
| Q6_K | 6.60 | — | 6.1 GB |
| Q8_0 | 8.00 | — | 7.4 GB |
Verdict
Llama 2 7B HF is the more widely downloaded of the two.
Frequently Asked Questions
- What is the difference between Sqlcoder 7B 2 and Llama 2 7B HF?
Sqlcoder 7B 2 is a 6.7B model from defog, while Llama 2 7B HF is a 6.7B model from Meta (Llama 2 family). Compare their VRAM requirements above to see which fits your GPU or Mac.