Empty response in ollama
I'm using latest ollama (0.11.5), which always give empty response. Has anyone tried too?
I'm using latest ollama (0.11.5), which always give empty response. Has anyone tried too?
I can share my experience; I used LM Studio. Everything worked as expected. Q8_0 was used.
I'm using latest ollama (0.11.5), which always give empty response. Has anyone tried too?
I can share my experience; I used LM Studio. Everything worked as expected. Q8_0 was used.
Thanks, I guess the engine of ollama is still broken...
For who hit the similar issue with me, the problem is not with ollama, but the python sdk. I have the latest ollama, but a very old python sdk. Upgrade sdk works fine.
For who hit the similar issue with me, the problem is not with ollama, but the python sdk. I have the latest ollama, but a very old python sdk. Upgrade sdk works fine.
Hi, how do you update it? I have same problem.
Hi, how do you update it? I have same problem.
I'm calling ollama with my self-made tool, so upgrade is simply pip install -U
.
But I think the most important is not the upgrade, I think it's the parameters I changed along.
Observing the parameters that unsloth is using, I changed to following
temperature = 1.0
top_k = 0
top_p = 1
min_p = 0
It seems those are the real fix for the problem.
Hi, how do you update it? I have same problem.
I'm calling ollama with my self-made tool, so upgrade is simply
pip install -U
.
But I think the most important is not the upgrade, I think it's the parameters I changed along.Observing the parameters that unsloth is using, I changed to following
temperature = 1.0
top_k = 0
top_p = 1
min_p = 0It seems those are the real fix for the problem.
Try to replace the template the parameters in the modfile, bottom is my copied from unsloth quats
# Modelfile generated by "ollama show"
# To build a new Modelfile based on this, replace FROM with:
# FROM hf.co/Jinx-org/Jinx-gpt-oss-20b-GGUF:Q4_K_M-copy
FROM /root/.ollama/models/blobs/sha256-f0ad690ad1855ab9795b2ed0906275da72b585b60fcd03353f24e39fefd1b8e2
TEMPLATE """<|start|>system<|message|>You are ChatGPT, a large language model trained by OpenAI.
Knowledge cutoff: 2024-06
Current date: {{ currentDate }}
{{- if and .IsThinkSet .Think (ne .ThinkLevel "") }}
Reasoning: {{ .ThinkLevel }}
{{- else if or (not .IsThinkSet) (and .IsThinkSet .Think) }}
Reasoning: medium
{{- end }}
{{- $hasNonBuiltinTools := false }}
{{- if .Tools -}}
{{- $hasBrowserSearch := false }}
{{- $hasBrowserOpen := false }}
{{- $hasBrowserFind := false }}
{{- $hasPython := false }}
{{- range .Tools }}
{{- if eq .Function.Name "browser.search" -}}{{- $hasBrowserSearch = true -}}
{{- else if eq .Function.Name "browser.open" -}}{{- $hasBrowserOpen = true -}}
{{- else if eq .Function.Name "browser.find" -}}{{- $hasBrowserFind = true -}}
{{- else if eq .Function.Name "python" -}}{{- $hasPython = true -}}
{{- else }}{{ $hasNonBuiltinTools = true -}}
{{- end }}
{{- end }}
{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind $hasPython }}
# Tools
{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind }}
## browser
// Tool for browsing.
// The `cursor` appears in brackets before each browsing display: `[{cursor}]`.
// Cite information from the tool using the following format:
// `【{cursor}†L{line_start}(-L{line_end})?】`, for example: `【6†L9-L11】` or `【8†L3】`.
// Do not quote more than 10 words directly from the tool output.
// sources=web (default: web)
namespace browser {
{{- if $hasBrowserSearch }}
// Searches for information related to `query` and displays `topn` results.
type search = (_: {
query: string,
topn?: number, // default: 10
source?: string,
}) => any;
{{- end }}
{{- if $hasBrowserOpen }}
// Opens the link `id` from the page indicated by `cursor` starting at line number `loc`, showing `num_lines` lines.
// Valid link ids are displayed with the formatting: `【{id}†.*】`.
// If `cursor` is not provided, the most recent page is implied.
// If `id` is a string, it is treated as a fully qualified URL associated with `source`.
// If `loc` is not provided, the viewport will be positioned at the beginning of the document or centered on the most relevant passage, if available.
// Use this function without `id` to scroll to a new location of an opened page.
type open = (_: {
id?: number | string, // default: -1
cursor?: number, // default: -1
loc?: number, // default: -1
num_lines?: number, // default: -1
view_source?: boolean, // default: false
source?: string,
}) => any;
{{- end }}
{{- if $hasBrowserFind }}
// Finds exact matches of `pattern` in the current page, or the page given by `cursor`.
type find = (_: {
pattern: string,
cursor?: number, // default: -1
}) => any;
{{- end }}
} // namespace browser
{{- end }}{{/* end if has browser tools */}}
{{- if $hasPython }}
## python
Use this tool to execute Python code in your chain of thought. The code will not be shown to the user. This tool should be used for internal reasoning, but not for code that is intended to be visible to the user (e.g. when creating plots, tables, or files).
When you send a message containing Python code to python, it will be executed in a stateful Jupyter notebook environment. python will respond with the output of the execution or time out after 120.0 seconds. The drive at '/mnt/data' can be used to save and persist user files. Internet access for this session is UNKNOWN. Depends on the cluster.
{{- end }}{{/* end if hasPython */}}
{{- end }}{{/* end if has any built-in tools */}}
{{- end }}{{/* end if .Tools */}}
# Valid channels: analysis, commentary, final. Channel must be included for every message.{{ if $hasNonBuiltinTools }}
Calls to these tools must go to the commentary channel: 'functions'.
{{- end -}}<|end|>{{/* end of system */ -}}
{{- if or $hasNonBuiltinTools .System -}}
<|start|>developer<|message|>{{- if $hasNonBuiltinTools }}# Tools
## functions
namespace functions {
{{- range .Tools }}
{{- if not (or (eq .Function.Name "browser.search") (eq .Function.Name "browser.open") (eq .Function.Name "browser.find") (eq .Function.Name "python")) }}
{{if .Function.Description }}
// {{ .Function.Description }}
{{- end }}
{{- if and .Function.Parameters.Properties (gt (len .Function.Parameters.Properties) 0) }}
type {{ .Function.Name }} = (_: {
{{- range $name, $prop := .Function.Parameters.Properties }}
{{- if $prop.Description }}
// {{ $prop.Description }}
{{- end }}
{{ $name }}: {{ if gt (len $prop.Type) 1 }}{{ range $i, $t := $prop.Type }}{{ if $i }} | {{ end }}{{ $t }}{{ end }}{{ else }}{{ index $prop.Type 0 }}{{ end }},
{{- end }}
}) => any;
{{- else }}
type {{ .Function.Name }} = () => any;
{{- end }}
{{- end }}{{/* end if not browser tool */}}
{{- end }}{{/* end of range .Tools */}}
} // namespace functions
{{- end }}{{/* end if hasNonBuiltinTools */}}
{{- if .System}}
# Instructions
{{ .System }}
{{- end -}}
<|end|>
{{- end -}}
{{- /* Find the index of the last user message */ -}}
{{- $lastUserIdx := -1 }}
{{- $prefillingContent := false }}
{{- $prefillingThinkingOnly := false }}
{{- range $i, $msg := .Messages }}
{{- $last := eq (len (slice $.Messages $i)) 1 -}}
{{- if eq $msg.Role "user" }}
{{- $lastUserIdx = $i }}
{{- end -}}
{{- if and $last (eq $msg.Role "assistant") (gt (len $msg.Content) 0) }}
{{- $prefillingContent = true }}
{{- else if and $last (eq $msg.Role "assistant") (gt (len $msg.Thinking) 0) }}
{{- $prefillingThinkingOnly = true }}
{{- end }}
{{- end -}}
{{- /* Now render messages */ -}}
{{- range $i, $msg := .Messages }}
{{- $last := eq (len (slice $.Messages $i)) 1 -}}
{{- if (ne $msg.Role "system") -}}
{{- if eq $msg.Role "tool" -}}
{{- if or (eq $msg.ToolName "python") (eq $msg.ToolName "browser.search") (eq $msg.ToolName "browser.open") (eq $msg.ToolName "browser.find") -}}
<|start|>{{ $msg.ToolName }} to=assistant<|message|>{{ $msg.Content }}<|end|>
{{- else -}}
<|start|>functions.{{ $msg.ToolName }} to=assistant<|message|>{{ $msg.Content }}<|end|>
{{- end -}}
{{- else if eq $msg.Role "assistant" -}}
{{- if and $msg.Thinking (gt $i $lastUserIdx) -}}{{- /* Show thinking only after last user message */ -}}
<|start|>assistant<|channel|>analysis<|message|>{{ $msg.Thinking }}{{- if not $prefillingThinkingOnly -}}<|end|>{{- end -}}
{{- end -}}
{{- if gt (len $msg.Content) 0 -}}
<|start|>assistant<|channel|>final<|message|>{{ $msg.Content }}{{- if not $prefillingContent -}}<|end|>{{- end -}}
{{- end -}}
{{- if gt (len $msg.ToolCalls) 0 -}}
{{- range $j, $toolCall := $msg.ToolCalls -}}
{{- $isBuiltin := or (eq $toolCall.Function.Name "python") (eq $toolCall.Function.Name "browser.search") (eq $toolCall.Function.Name "browser.open") (eq $toolCall.Function.Name "browser.find") -}}
<|start|>assistant<|channel|>{{ if $isBuiltin }}analysis{{ else }}commentary{{ end }} to={{ if not $isBuiltin}}functions.{{end}}{{ $toolCall.Function.Name }} <|constrain|>json<|message|>{{ $toolCall.Function.Arguments }}<|call|>
{{- end -}}
{{- end -}}
{{- else if eq $msg.Role "user" -}}
<|start|>{{ $msg.Role }}<|message|>{{ $msg.Content }}<|end|>
{{- end }}
{{- else }}
{{- end }}
{{- end -}}
{{- if not (or $prefillingContent $prefillingThinkingOnly) -}}
<|start|>assistant
{{- end -}}"""
PARAMETER temperature 1
PARAMETER top_k 0
PARAMETER top_p 1
PARAMETER min_p 0
PARAMETER stop <|endoftext|>
PARAMETER stop <|return|>