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OpenDAS
ollama
Commits
92189a58
"doc/vscode:/vscode.git/clone" did not exist on "2d684ee96a1a5ad57f9edbbb20297c1322b683ca"
Commit
92189a58
authored
Oct 12, 2023
by
Michael Yang
Browse files
fix memory check
parent
d790bf99
Changes
4
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Showing
4 changed files
with
27 additions
and
18 deletions
+27
-18
api/client.go
api/client.go
+2
-1
format/bytes.go
format/bytes.go
+13
-6
llm/llama.go
llm/llama.go
+1
-1
llm/llm.go
llm/llm.go
+11
-10
No files found.
api/client.go
View file @
92189a58
...
...
@@ -14,6 +14,7 @@ import (
"runtime"
"strings"
"github.com/jmorganca/ollama/format"
"github.com/jmorganca/ollama/version"
)
...
...
@@ -127,7 +128,7 @@ func (c *Client) do(ctx context.Context, method, path string, reqData, respData
return
nil
}
const
maxBufferSize
=
512
*
1000
// 512KB
const
maxBufferSize
=
512
*
format
.
KiloByte
func
(
c
*
Client
)
stream
(
ctx
context
.
Context
,
method
,
path
string
,
data
any
,
fn
func
([]
byte
)
error
)
error
{
var
buf
*
bytes
.
Buffer
...
...
format/bytes.go
View file @
92189a58
...
...
@@ -2,14 +2,21 @@ package format
import
"fmt"
const
(
Byte
=
1
KiloByte
=
Byte
*
1000
MegaByte
=
KiloByte
*
1000
GigaByte
=
MegaByte
*
1000
)
func
HumanBytes
(
b
int64
)
string
{
switch
{
case
b
>
1000
*
1000
*
1000
:
return
fmt
.
Sprintf
(
"%d GB"
,
b
/
1000
/
1000
/
1000
)
case
b
>
1000
*
1000
:
return
fmt
.
Sprintf
(
"%d MB"
,
b
/
1000
/
1000
)
case
b
>
1000
:
return
fmt
.
Sprintf
(
"%d KB"
,
b
/
1000
)
case
b
>
GigaByte
:
return
fmt
.
Sprintf
(
"%d GB"
,
b
/
GigaByte
)
case
b
>
MegaByte
:
return
fmt
.
Sprintf
(
"%d MB"
,
b
/
MegaByte
)
case
b
>
KiloByte
:
return
fmt
.
Sprintf
(
"%d KB"
,
b
/
KiloByte
)
default
:
return
fmt
.
Sprintf
(
"%d B"
,
b
)
}
...
...
llm/llama.go
View file @
92189a58
...
...
@@ -509,7 +509,7 @@ type PredictRequest struct {
Stop
[]
string
`json:"stop,omitempty"`
}
const
maxBufferSize
=
512
*
1000
// 512KB
const
maxBufferSize
=
512
*
format
.
KiloByte
func
(
llm
*
llama
)
Predict
(
ctx
context
.
Context
,
prevContext
[]
int
,
prompt
string
,
fn
func
(
api
.
GenerateResponse
))
error
{
prevConvo
,
err
:=
llm
.
Decode
(
ctx
,
prevContext
)
...
...
llm/llm.go
View file @
92189a58
...
...
@@ -10,6 +10,7 @@ import (
"github.com/pbnjay/memory"
"github.com/jmorganca/ollama/api"
"github.com/jmorganca/ollama/format"
)
type
LLM
interface
{
...
...
@@ -60,33 +61,33 @@ func New(workDir, model string, adapters []string, opts api.Options) (LLM, error
totalResidentMemory
:=
memory
.
TotalMemory
()
switch
ggml
.
ModelType
()
{
case
"3B"
,
"7B"
:
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
16
*
1000
*
1000
{
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
16
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"F16 model requires at least 16 GB of memory"
)
}
else
if
totalResidentMemory
<
8
*
1000
*
1000
{
}
else
if
totalResidentMemory
<
8
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"model requires at least 8 GB of memory"
)
}
case
"13B"
:
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
32
*
1000
*
1000
{
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
32
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"F16 model requires at least 32 GB of memory"
)
}
else
if
totalResidentMemory
<
16
*
1000
*
1000
{
}
else
if
totalResidentMemory
<
16
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"model requires at least 16 GB of memory"
)
}
case
"30B"
,
"34B"
,
"40B"
:
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
64
*
1000
*
1000
{
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
64
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"F16 model requires at least 64 GB of memory"
)
}
else
if
totalResidentMemory
<
32
*
1000
*
1000
{
}
else
if
totalResidentMemory
<
32
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"model requires at least 32 GB of memory"
)
}
case
"65B"
,
"70B"
:
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
128
*
1000
*
1000
{
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
128
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"F16 model requires at least 128 GB of memory"
)
}
else
if
totalResidentMemory
<
64
*
1000
*
1000
{
}
else
if
totalResidentMemory
<
64
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"model requires at least 64 GB of memory"
)
}
case
"180B"
:
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
512
*
1000
*
1000
{
if
ggml
.
FileType
()
==
"F16"
&&
totalResidentMemory
<
512
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"F16 model requires at least 512GB of memory"
)
}
else
if
totalResidentMemory
<
128
*
1000
*
1000
{
}
else
if
totalResidentMemory
<
128
*
format
.
GigaByte
{
return
nil
,
fmt
.
Errorf
(
"model requires at least 128GB of memory"
)
}
}
...
...
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