starcoder2:latest

937.5K 8 months ago

StarCoder2 is the next generation of transparently trained open code LLMs that comes in three sizes: 3B, 7B and 15B parameters.

3b 7b 15b

8 months ago

9f4ae0aff61e · 1.7GB

model
starcoder2
·
3.03B
·
Q4_0
params
{ "stop": [ "<file_sep>", "<|end_of_text|>" ] }
template
<file_sep> {{- if .Suffix }}<fim_prefix> {{ .Prompt }}<fim_suffix>{{ .Suffix }}<fim_middle> {{- else
license
BigCode Open RAIL-M v1 License Agreement Section I: Preamble This OpenRAIL-M License Agreement was

Readme

StarCode 2

Supporting a context window of up to 16,384 tokens, StarCoder2 is the next generation of transparently trained open code LLMs.

  • starcoder2:instruct: a 15B model that follows natural and human-written instructions
  • starcoder2:15b was trained on 600+ programming languages and 4+ trillion tokens.
  • starcoder2:7b was trained on 17 programming languages and 3.5+ trillion tokens.
  • starcoder2:3b was trained on 17 programming languages and 3+ trillion tokens.

StarCoder2-15B is the best in its size class and matches 33B+ models on many evaluations. StarCoder2-3B matches the performance of StarCoder1-15B.

References