a-kore/ Arctic-Text2SQL-R1-7B:latest

1,186 10 months ago

Arctic-Text2SQL-R1-7B is a 7-billion-parameter Text-to-SQL model fine-tuned using Group Relative Policy Optimization (GRPO) with a simple execution-based reward signal. It converts natural language questions into executable SQL queries.

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template
785e348c4ee2 · 754B
{{- if .Messages }}
{{- if .System }}<|im_start|>system
{{ .System }}<|im_end|>
{{ end }}
{{- range $i, $_ := .Messages }}
{{- $last := eq (len (slice $.Messages $i)) 1 -}}
{{- if eq .Role "user" }}<|im_start|>user
{{ .Content }}<|im_end|>
{{ else if eq .Role "assistant" }}<|im_start|>assistant
{{ .Content }}{{ if not $last }}<|im_end|>
{{ end }}
{{ end }}
{{- if and (ne .Role "assistant") $last }}<|im_start|>assistant
Let me solve this step by step.
<think>{{ end }}
{{- end }}
{{- else }}
{{- if .System }}<|im_start|>system
{{ .System }}<|im_end|>
{{ end }}{{ if .Prompt }}<|im_start|>user
{{ .Prompt }}<|im_end|>
{{ end }}<|im_start|>assistant
Let me solve this step by step.
<think>{{ end }}{{ .Response }}{{ if .Response }}<|im_end|>{{ end }}