Autotrain compatible Base model:bigcode/starcoder2-... Base model:quantized:bigcode/s... Code Gguf Q2 Quantized Region:us Starcoder2
StarCoder2 7B GGUF Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
StarCoder2 7B GGUF Parameters and Internals
| LLM Name | StarCoder2 7B GGUF |
| Repository 🤗 | https://huggingface.co/second-state/StarCoder2-7B-GGUF |
| Model Name | StarCoder2 7B |
| Model Creator | bigcode |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 2.7 GB |
| Updated | 2024-10-18 |
| Maintainer | second-state |
| Model Type | starcoder2 |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf|q2|q4_k|q5_k |
| Model Architecture | Starcoder2ForCausalLM |
| License | bigcode-openrail-m |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.37.0.dev0 |
| Vocabulary Size | 49152 |
| Torch Data Type | bfloat16 |
| Activation Function | gelu |
Best Alternatives to StarCoder2 7B GGUF
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...Starcoder2 7B Bnb 4bit Smashed | 16K / 4.4 GB | 13 | 0 |
| Starcoder2 7B 4bit | 16K / 4.4 GB | 9 | 1 |
| Starcoder2 7B | 16K / 14.4 GB | 27040 | 158 |
| Starcoder2 7B AWQ | 16K / 4.5 GB | 15223 | 1 |
| Dolphincoder Starcoder2 7B | 16K / 14.9 GB | 23 | 11 |
| Starcoder2 7B Int4 Ov | 16K / 3.8 GB | 15 | 0 |
| Jmg Starcoder2 7B 100K | 16K / 14.4 GB | 7 | 0 |
| Starcoder2 7B GPTQ | 16K / 4.5 GB | 74 | 2 |
| Starcoder2 7B Instruct GPTQ | 16K / 4.5 GB | 11 | 1 |
| OpenCodeInterpreter SC2 7B | 16K / 14.9 GB | 31 | 14 |
Note: green Score (e.g. "73.2") means that the model is better than second-state/StarCoder2-7B-GGUF .
Rank the StarCoder2 7B GGUF Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 36966 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803