moonshotai
Kimi-K2.7-Code
1,058.6B parameters · mixture-of-experts · reasoning · Base · Kimi family
Nothing to download yet — request it on the board
We catalog this model, but no build is staged here yet. Add it to the request board so we know there is demand to mirror it.
Request this model on the boardRecommended download
Which version should I download?
Set your rig so we can size a quant to your hardware and show which quants fit.
Want a different quant? Request it on the board →
Context
Advertised 256k · no independent evidence yet
No independent long-context evidence has been graded for this model yet — the advertised window above is the maintainer's number, not a usable-context claim.
Run it
Context / KV 8,192 tokens · FP16 set above the quant table
No quant selected.
Technical details
Chat template
{%- macro render_content(msg) -%}
{%- set c = msg.get('content') -%}
{%- if c is string -%}
{{ c }}
{%- elif c is not none -%}
{% for content in c -%}
{% if content['type'] == 'image' or content['type'] == 'image_url' -%}
<|media_begin|>image<|media_content|><|media_pad|><|media_end|>
{% elif content['type'] == 'video' or content['type']== 'video_url'-%}
<|kimi_k25_video_placeholder|>
{% else -%}
{{ content['text'] }}
{%- endif -%}
{%- endfor -%}
{%- endif -%}
{%- endmacro -%}
{% macro set_roles(message) -%}
{%- set role_name = message.get('name') or message['role'] -%}
{%- if message['role'] == 'user' -%}
<|im_user|>{{role_name}}<|im_middle|>
{%- elif message['role'] == 'assistant' -%}
<|im_assistant|>{{role_name}}<|im_middle|>
{%- else -%}
<|im_system|>{{role_name}}<|im_middle|>
{%- endif -%}
{%- endmacro -%}
{%- macro render_toolcalls(message) -%}
<|tool_calls_section_begin|>
{%- for tool_call in message['tool_calls'] -%}
{%- set formatted_id = tool_call['id'] -%}
<|tool_call_begin|>{{ formatted_id }}<|tool_call_argument_begin|>{% if tool_call['function']['arguments'] is string %}{{ tool_call['function']['arguments'] }}{% else %}{{ tool_call['function']['arguments'] | tojson }}{% endif %}<|tool_call_end|>
{%- endfor -%}
<|tool_calls_section_end|>
{%- endmacro -%}
{%- if tools -%}
{%- if tools_ts_str -%}
<|im_system|>tool_declare<|im_middle|>{{ tools_ts_str }}<|im_end|>
{%- else -%}
<|im_system|>tool_declare<|im_middle|>{{ tools | tojson(separators=(',', ':')) }}<|im_end|>
{%- endif -%}
{%- endif -%}
{%- for message in messages -%}
{{set_roles(message)}}
{%- if message['role'] == 'assistant' -%}
{%- set rc = message.get('reasoning', message.get('reasoning_content', '')) -%}
<think>{{rc}}</think>{{render_content(message)}}
{%- if message.get('tool_calls') -%}
{{render_toolcalls(message)}}
{%- endif -%}
{%- elif message['role'] == 'tool' -%}
{%- set tool_call_id = message.tool_call_id -%}
## Return of {{ tool_call_id }}
{{render_content(message)}}
{%- elif message['content'] is not none -%}
{{render_content(message)}}
{%- endif -%}
<|im_end|>
{%- endfor -%}
{%- if add_generation_prompt -%}
<|im_assistant|>assistant<|im_middle|><think>
{%- endif -%}
Sampling defaults
- top_p
- 0.95
- temperature
- 1
Stop strings
[EOS]
<|im_end|>
Evidence & provenance
Source
- Revision pin
-
74797c9c62378b951a1f6fcf5c4631024e9b8bef - Manifest
- None
License
- Name
- other
- Commercial use
- unclear
- Access
- Open
File hashes (SHA-256)
No file hashes recorded yet.
Explore further
Get an email when a better quant fits your rig.
Set your rig once; we'll alert you when a new or better-fitting build lands.
Performance reports
Real-world throughput reported by the community (and scraped sources).
Community
Reviews, sampler presets and community runtime reports. Be the first to contribute.
Community runtime reports
Unofficial, community-submitted "it loads for me" reports. These are not the official verified-working badge — an admin reviews reports before anything is marked officially verified.
Log in to report whether a quant loads in your runtime.
No community reports yet.