Starcoder2 7B vs Falcon 7B
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Starcoder2 7B | Falcon 7B | |
|---|---|---|
| Parameters | 7.2B | 7.2B |
| Context | 16K | — |
| Architecture | Starcoder2ForCausalLM | FalconForCausalLM |
| License | bigcode-openrail-m | Apache 2.0 |
| Downloads | 19.8K | 378.1K |
| Released | Jun 2024 | Oct 2024 |
VRAM by Quantization: Starcoder2 7B vs Falcon 7B
| Quantization | Bits | Starcoder2 7B VRAM | Falcon 7B VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 3.5 GB | 3.4 GB |
| Q3_K_M | 3.90 | 3.9 GB | 3.9 GB |
| Q3_K_S | 3.50 | 3.6 GB | 3.5 GB |
| Q4_0 | 4.00 | 4.0 GB | — |
| Q4_K_M | 4.80 | 4.7 GB | 4.8 GB |
| Q5_K_M | 5.70 | 5.5 GB | 5.7 GB |
| Q6_K | 6.60 | 6.3 GB | 6.5 GB |
| Q8_0 | 8.00 | 7.6 GB | 7.9 GB |
Verdict
Starcoder2 7B needs less VRAM at Q4_K_M (4.7 GB vs 4.8 GB), so it fits on smaller GPUs. Falcon 7B is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Starcoder2 7B or Falcon 7B?
At Q4_K_M, Starcoder2 7B needs 4.7 GB and Falcon 7B needs 4.8 GB, so Starcoder2 7B is the lighter option to run locally.
- What is the difference between Starcoder2 7B and Falcon 7B?
Starcoder2 7B is a 7.2B model from BigCode (StarCoder family), while Falcon 7B is a 7.2B model from TII UAE (Falcon family). Compare their VRAM requirements above to see which fits your GPU or Mac.